I create end to end products and work on projects ranging from full stack programming, ML ops and training ML algorithms. I love to see my projects make a difference to the users. Cannot wait for my next adventure !
Bhaskara Rao Guntuku is an Oracle Transportation Management consultant with over 9 years of IT experience, including 5 years working with OTM. He currently works as a technical consultant for GE Appliances through Tech Mahindra. He has experience customizing OTM configurations, developing reports, and providing support for clients like GE, Coca-Cola, and Kuehne-Nagel. He holds a B.Tech in electrical engineering and is proficient in technologies like .NET, SQL, XML, and Oracle.
The document provides a resume for Aakanksha Agnani. It summarizes her professional experience as a software engineer at Gap Inc. and Accenture, where she developed applications using technologies like Java, Python, Oracle and PostgreSQL. It also lists her education as a Master's in Computer Science from Ohio State University and Bachelor's from University of Mumbai.
Akin Oyedele is seeking a position in software development that offers challenge, responsibility, and career growth. He has over 10 years of experience in software engineering, including web development, object-oriented programming, and integrating multi-threaded applications. Currently a Senior Software Engineer at Raytheon, his responsibilities include developing radar processor software for military aircraft and conducting software testing.
- Amaravarman J has over 5 years of experience as a software engineer and tester with expertise in automation testing using Selenium, Java, and other tools. He is seeking a challenging position where he can continue learning and advancing his career.
- He has worked on automation testing projects for clients like British Telecom and Motorola Solutions, developing test scripts and cases for web and mobile applications.
- Currently a test lead at IVTL Infoview Technologies, he manages a team testing an AI-powered ERP system, delivering bug-free code and maintaining high standards.
Somnath Bhattacharjee is a software engineer with over 3 years of experience in test automation. He has expertise in UI test automation for web and mobile applications using technologies like Selenium, Appium, and Java. Currently he is working as a Senior Automation Engineer at Coupa Software where he leads a team of test engineers and is responsible for developing and maintaining automated test suites.
This document contains a summary of an individual's experience and qualifications. He has over 13 years of experience developing Internet and web technologies. He is skilled in areas like Java/J2EE development, integrating web applications with SAP systems, designing web solutions, and managing complex projects. He has experience working as a technical leader and project lead on various projects involving web development, SAP integration, and Java technologies.
Suhas S has 3.8 years of experience as a Java and Informatica Developer at Tata Consultancy Services. He has experience designing and developing RESTful web services and ETL interfaces. He currently works on the Prime social platform project using technologies like Java, Spring, Hibernate, Apache Solr, and Informatica.
Ayaz has over 6 years of experience in manual and automation testing. He has expertise in testing web, desktop, and web service applications. He manages a team of 3 QA engineers, responsible for task planning and mentoring. He has extensive experience developing test automation frameworks using Selenium, Cucumber, and C#. Ayaz received several awards for his work on projects at Tesco, including building a test automation framework. He holds certifications in testing and programming languages.
Bhaskara Rao Guntuku is an Oracle Transportation Management consultant with over 9 years of IT experience, including 5 years working with OTM. He currently works as a technical consultant for GE Appliances through Tech Mahindra. He has experience customizing OTM configurations, developing reports, and providing support for clients like GE, Coca-Cola, and Kuehne-Nagel. He holds a B.Tech in electrical engineering and is proficient in technologies like .NET, SQL, XML, and Oracle.
The document provides a resume for Aakanksha Agnani. It summarizes her professional experience as a software engineer at Gap Inc. and Accenture, where she developed applications using technologies like Java, Python, Oracle and PostgreSQL. It also lists her education as a Master's in Computer Science from Ohio State University and Bachelor's from University of Mumbai.
Akin Oyedele is seeking a position in software development that offers challenge, responsibility, and career growth. He has over 10 years of experience in software engineering, including web development, object-oriented programming, and integrating multi-threaded applications. Currently a Senior Software Engineer at Raytheon, his responsibilities include developing radar processor software for military aircraft and conducting software testing.
- Amaravarman J has over 5 years of experience as a software engineer and tester with expertise in automation testing using Selenium, Java, and other tools. He is seeking a challenging position where he can continue learning and advancing his career.
- He has worked on automation testing projects for clients like British Telecom and Motorola Solutions, developing test scripts and cases for web and mobile applications.
- Currently a test lead at IVTL Infoview Technologies, he manages a team testing an AI-powered ERP system, delivering bug-free code and maintaining high standards.
Somnath Bhattacharjee is a software engineer with over 3 years of experience in test automation. He has expertise in UI test automation for web and mobile applications using technologies like Selenium, Appium, and Java. Currently he is working as a Senior Automation Engineer at Coupa Software where he leads a team of test engineers and is responsible for developing and maintaining automated test suites.
This document contains a summary of an individual's experience and qualifications. He has over 13 years of experience developing Internet and web technologies. He is skilled in areas like Java/J2EE development, integrating web applications with SAP systems, designing web solutions, and managing complex projects. He has experience working as a technical leader and project lead on various projects involving web development, SAP integration, and Java technologies.
Suhas S has 3.8 years of experience as a Java and Informatica Developer at Tata Consultancy Services. He has experience designing and developing RESTful web services and ETL interfaces. He currently works on the Prime social platform project using technologies like Java, Spring, Hibernate, Apache Solr, and Informatica.
Ayaz has over 6 years of experience in manual and automation testing. He has expertise in testing web, desktop, and web service applications. He manages a team of 3 QA engineers, responsible for task planning and mentoring. He has extensive experience developing test automation frameworks using Selenium, Cucumber, and C#. Ayaz received several awards for his work on projects at Tesco, including building a test automation framework. He holds certifications in testing and programming languages.
Anusha Tiwari is a Business Systems Analyst with experience at Tesla Motors and Infosys. She has a Master's degree in Information Systems from Santa Clara University and a Bachelor's degree in Computer Science and Engineering. She has skills in languages like Java, SQL, C#, and frameworks like ASP.NET. She has experience designing interfaces and leading teams to develop tools for automating processes and testing across platforms.
Ajinkya Kher is a full-stack software developer with experience using technologies like .NET, AngularJS, React, and Node.js. He has worked as a technical consultant for companies like The Home Depot and Coca-Cola, developing applications for tasks like payment processing and managing digital assets. Kher holds an MS in Computer Science from North Carolina State University and a BE in Computer Engineering from University of Pune.
Progressive system engineer with 8 years of hands-on experience developing and implementing innovative software
products and solutions that significantly increase productivity and profitability. Adept at delivering high-quality products
while establishing solid analytical and problem solving abilities. Skilled using Core Java, PHP, OOP, Design Patterns,
SOA, Data Structure / Algorithms, JavaScript, jQuery, CSS, XML, HTML, JSON, MySQL, Oracle, and Informix while
leading comprehensive software development. Experienced in implementing application through entire Software
Development Life Cycle.
Progressive system engineer with 8 years of hands-on experience developing and implementing innovative software
products and solutions that significantly increase productivity and profitability. Adept at delivering high-quality products
while establishing solid analytical and problem solving abilities. Skilled using Core Java, PHP, OOP, Design Patterns,
SOA, Data Structure / Algorithms, JavaScript, jQuery, CSS, XML, HTML, JSON, MySQL, Oracle, and Informix while
leading comprehensive software development. Experienced in implementing application through entire Software
Development Life Cycle.
Shiva Teja Reddy Muskula has over 3 years of experience as an Automation Test Engineer, Quality Analyst, and Web Developer. He has a Master's degree in Computer Science from the University of Toledo and a Bachelor's degree in Technology from Kakatiya University. His technical skills include databases, testing tools, programming languages, and web technologies. He has worked as a Student Assistant at the University of Toledo and as a Member Technical at ADP Private Limited. Some of his projects include a speaking calculator, comparison of optimization methods, an HR management system, and generating electricity from speed breakers. He has received several honors for his work.
MLOps and Reproducible ML on AWS with Kubeflow and SageMakerProvectus
Looking to implement MLOps using AWS services and Kubeflow? Come and learn about machine learning from the experts of Provectus and Amazon Web Services (AWS)!
Businesses recognize that machine learning projects are important but go beyond just building and deploying models, which is mostly done by organizations. Successful ML projects entail a complete lifecycle involving ML, DevOps, and data engineering and are built on top of ML infrastructure.
AWS and Amazon SageMaker provide a foundation for building infrastructure for machine learning while Kubeflow is a great open source project, which is not given enough credit in the AWS community. In this webinar, we show how to design and build an end-to-end ML infrastructure on AWS.
Agenda
- Introductions
- Case Study: GoCheck Kids
- Overview of AWS Infrastructure for Machine Learning
- Provectus ML Infrastructure on AWS
- Experimentation
- MLOps
- Feature Store
Intended Audience
Technology executives & decision makers, manager-level tech roles, data engineers & data scientists, ML practitioners & ML engineers, and developers
Presenters
- Stepan Pushkarev, Chief Technology Officer, Provectus
- Qingwei Li, ML Specialist Solutions Architect, AWS
Feel free to share this presentation with your colleagues and don't hesitate to reach out to us at info@provectus.com if you have any questions!
REQUEST WEBINAR: https://provectus.com/webinar-mlops-and-reproducible-ml-on-aws-with-kubeflow-and-sagemaker-aug-2020/
The document provides a summary of Chitra Stroup's professional experience as a QA Lead. She has over 15 years of experience in testing software in both Agile and Waterfall environments. Currently she leads testing teams of up to 6 people and mentors junior testers. Her skills include test automation, defect tracking, and experience testing various platforms and languages.
Akant Tewari has over 8 years of experience in SAP ABAP development and technical architecture. He has worked as a delivery coordinator, technical architect, and SAP PLog MM-WM technical lead. Some of his responsibilities have included preparing technical designs, developing custom ABAP solutions, managing teams, and providing guidance to clients. He has successfully delivered several SAP projects and solutions for companies like Nestle, Cepheid, and Teva.
This document is a resume for Abhijit Saurabh summarizing his professional experience and education. It includes his contact information, objective, education history with a Master's in Computer Engineering from University of Maryland, relevant coursework, work experience including roles at IBM and University of Maryland, skills in programming languages and databases, and achievements including patents filed and papers published.
This document contains a resume summary for Ganesh Raghavan, a Technical Architect/Solution Architect with over 16 years of experience. It lists his address, contact details, skills, qualifications, and work experience on various projects in roles such as Senior Consultant, Principal Product Engineer, and Senior Software Engineer. His responsibilities have included requirement analysis, architecture design, implementation, testing, and delivery management for projects in various technologies and domains.
Tawen Kan has over 20 years of experience as a software engineer specializing in Java development. He has extensive experience building applications using technologies like Oracle, SQL, PL/SQL, JavaScript, and Java frameworks. Some of his past roles include leading projects to build data analytics and business intelligence tools at Oracle and developing online auction systems for the automotive industry.
Larry Somers is a SharePoint architect with over 12 years of experience architecting and developing on-premise, cloud, and hybrid SharePoint solutions. He currently works as a SharePoint architect at Broadcom where he has implemented highly available enterprise SharePoint farms supporting over 15,000 users. Prior to Broadcom, he held roles developing custom SharePoint solutions at EMC and architecting content management systems at FileNet. He has extensive experience with SharePoint upgrades, migrations, and performance optimization.
Ekansh Gupta has a Master's in Software Engineering from Carnegie Mellon University and 4 years of experience as a full stack developer, architect, and DevOps engineer. He has strong skills in software engineering, cloud technologies, data modeling, and agile methodologies. Currently he is a research assistant at CMU working on a project to enable self-adaptation of robots.
The document contains a summary of a professional with 6+ years of experience developing web applications using technologies like C#, ASP.NET, and SQL Server. They have worked as a senior software engineer and system analyst for various companies developing intranet and internet applications. Their skills include designing, developing, and deploying web applications using .NET Framework and technologies like ASP.NET, AJAX, and SQL Server. They have a Master's degree in Computer Applications and a Bachelor's degree in Computer Science.
Dhananjay R. Bhave has over 20 years of experience in IT with expertise in project management, delivery management, and software development. He is proficient in technologies like C#, Java, SQL Server, Oracle, and embedded systems. Notable roles include directing operations at ServiceNet Technologies, managing elevator service projects at Otis ISRC, and leading enterprise application integration projects at Wipro. He has successfully delivered complex projects across industries involving system integration, requirements gathering, and team leadership.
● 4 years of experience in software development with Java, React, GraphQL, Python, and Javascript.
● Experienced in developing scalable microservices using spring boot(RESTful, SOAP).
● Experienced in developing custom front ends and SPA's using ReactJS, Redux, and NodeJS.
● Experience in Unix/Linux platform and relational database (SQL, MySQL).
● 1 year of experience in contributing to architecture, design, and scaling of distributed systems.
● Skilled in OOPs, Data Structures, and Algorithms.
● 2 Years of Full Stack Development experience.
● Experienced in creating Technical Documentation, and test automation (Cypress, python).
● Good understanding of Software Development life cycle.
● Quick learner and excited about Machine Learning and Natural language processing.
Robert D has over 16 years of experience in technology architecture. He has expertise in infrastructure setup, DevOps, middleware, and packaged products. Some of his responsibilities have included technical architecting of complex projects, infrastructure architecting for data centers, and application and integration architecting. He also has experience mentoring other architects and performing architectural assessments. Notable projects he has worked on include logistics systems for Neptune Orient Lines and DHL, central reservation systems for Starwood Hotels, and point of sale systems for Thomas Cook.
Rishabh Agarwal is seeking a full-time position as a developer to utilize his technical and managerial skills. He has a Master's degree in Computer Engineering from the University of Florida and a Bachelor's in Computer Science from Jaypee University of Engineering and Technology. His work experience includes positions at VMware as a Member of Technical Staff developing automation frameworks and new features for vCloud Director, at Google developing automations for migration, and at AT&T Labs developing test automation tools. He is proficient in languages like Java, C++, Python and technologies like SQL Server, MySQL, Hadoop and has experience with Agile methodologies like Scrum.
Suresh R has over 3 years of experience in product development and design, specializing in front axle design. He currently works as a Catia Software Engineer at Renault Nissan Technology and Business Centre India, where he helps manage their global single access PDM database. Previously he worked at Ashok Leyland as a Design Associate, focusing on front axle design and field failure resolution. He has expertise in CAD tools like CATIA V5/V6 and UG-NX, as well as PLM tools including ENOVIA, Teamcenter, and LEAP. Suresh holds a Bachelor's degree in Mechanical Engineering from DR. M.G.R University and is proficient in English,
Poonam Vyas is a senior software developer with over 9 years of experience leading development teams and designing and developing components for web and desktop applications using technologies like C#, ASP.NET, VB.NET, SQL Server, JavaScript and jQuery. She has experience working for companies in the UK and India developing applications in various domains like recruiting, community platforms and ERP systems.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Anusha Tiwari is a Business Systems Analyst with experience at Tesla Motors and Infosys. She has a Master's degree in Information Systems from Santa Clara University and a Bachelor's degree in Computer Science and Engineering. She has skills in languages like Java, SQL, C#, and frameworks like ASP.NET. She has experience designing interfaces and leading teams to develop tools for automating processes and testing across platforms.
Ajinkya Kher is a full-stack software developer with experience using technologies like .NET, AngularJS, React, and Node.js. He has worked as a technical consultant for companies like The Home Depot and Coca-Cola, developing applications for tasks like payment processing and managing digital assets. Kher holds an MS in Computer Science from North Carolina State University and a BE in Computer Engineering from University of Pune.
Progressive system engineer with 8 years of hands-on experience developing and implementing innovative software
products and solutions that significantly increase productivity and profitability. Adept at delivering high-quality products
while establishing solid analytical and problem solving abilities. Skilled using Core Java, PHP, OOP, Design Patterns,
SOA, Data Structure / Algorithms, JavaScript, jQuery, CSS, XML, HTML, JSON, MySQL, Oracle, and Informix while
leading comprehensive software development. Experienced in implementing application through entire Software
Development Life Cycle.
Progressive system engineer with 8 years of hands-on experience developing and implementing innovative software
products and solutions that significantly increase productivity and profitability. Adept at delivering high-quality products
while establishing solid analytical and problem solving abilities. Skilled using Core Java, PHP, OOP, Design Patterns,
SOA, Data Structure / Algorithms, JavaScript, jQuery, CSS, XML, HTML, JSON, MySQL, Oracle, and Informix while
leading comprehensive software development. Experienced in implementing application through entire Software
Development Life Cycle.
Shiva Teja Reddy Muskula has over 3 years of experience as an Automation Test Engineer, Quality Analyst, and Web Developer. He has a Master's degree in Computer Science from the University of Toledo and a Bachelor's degree in Technology from Kakatiya University. His technical skills include databases, testing tools, programming languages, and web technologies. He has worked as a Student Assistant at the University of Toledo and as a Member Technical at ADP Private Limited. Some of his projects include a speaking calculator, comparison of optimization methods, an HR management system, and generating electricity from speed breakers. He has received several honors for his work.
MLOps and Reproducible ML on AWS with Kubeflow and SageMakerProvectus
Looking to implement MLOps using AWS services and Kubeflow? Come and learn about machine learning from the experts of Provectus and Amazon Web Services (AWS)!
Businesses recognize that machine learning projects are important but go beyond just building and deploying models, which is mostly done by organizations. Successful ML projects entail a complete lifecycle involving ML, DevOps, and data engineering and are built on top of ML infrastructure.
AWS and Amazon SageMaker provide a foundation for building infrastructure for machine learning while Kubeflow is a great open source project, which is not given enough credit in the AWS community. In this webinar, we show how to design and build an end-to-end ML infrastructure on AWS.
Agenda
- Introductions
- Case Study: GoCheck Kids
- Overview of AWS Infrastructure for Machine Learning
- Provectus ML Infrastructure on AWS
- Experimentation
- MLOps
- Feature Store
Intended Audience
Technology executives & decision makers, manager-level tech roles, data engineers & data scientists, ML practitioners & ML engineers, and developers
Presenters
- Stepan Pushkarev, Chief Technology Officer, Provectus
- Qingwei Li, ML Specialist Solutions Architect, AWS
Feel free to share this presentation with your colleagues and don't hesitate to reach out to us at info@provectus.com if you have any questions!
REQUEST WEBINAR: https://provectus.com/webinar-mlops-and-reproducible-ml-on-aws-with-kubeflow-and-sagemaker-aug-2020/
The document provides a summary of Chitra Stroup's professional experience as a QA Lead. She has over 15 years of experience in testing software in both Agile and Waterfall environments. Currently she leads testing teams of up to 6 people and mentors junior testers. Her skills include test automation, defect tracking, and experience testing various platforms and languages.
Akant Tewari has over 8 years of experience in SAP ABAP development and technical architecture. He has worked as a delivery coordinator, technical architect, and SAP PLog MM-WM technical lead. Some of his responsibilities have included preparing technical designs, developing custom ABAP solutions, managing teams, and providing guidance to clients. He has successfully delivered several SAP projects and solutions for companies like Nestle, Cepheid, and Teva.
This document is a resume for Abhijit Saurabh summarizing his professional experience and education. It includes his contact information, objective, education history with a Master's in Computer Engineering from University of Maryland, relevant coursework, work experience including roles at IBM and University of Maryland, skills in programming languages and databases, and achievements including patents filed and papers published.
This document contains a resume summary for Ganesh Raghavan, a Technical Architect/Solution Architect with over 16 years of experience. It lists his address, contact details, skills, qualifications, and work experience on various projects in roles such as Senior Consultant, Principal Product Engineer, and Senior Software Engineer. His responsibilities have included requirement analysis, architecture design, implementation, testing, and delivery management for projects in various technologies and domains.
Tawen Kan has over 20 years of experience as a software engineer specializing in Java development. He has extensive experience building applications using technologies like Oracle, SQL, PL/SQL, JavaScript, and Java frameworks. Some of his past roles include leading projects to build data analytics and business intelligence tools at Oracle and developing online auction systems for the automotive industry.
Larry Somers is a SharePoint architect with over 12 years of experience architecting and developing on-premise, cloud, and hybrid SharePoint solutions. He currently works as a SharePoint architect at Broadcom where he has implemented highly available enterprise SharePoint farms supporting over 15,000 users. Prior to Broadcom, he held roles developing custom SharePoint solutions at EMC and architecting content management systems at FileNet. He has extensive experience with SharePoint upgrades, migrations, and performance optimization.
Ekansh Gupta has a Master's in Software Engineering from Carnegie Mellon University and 4 years of experience as a full stack developer, architect, and DevOps engineer. He has strong skills in software engineering, cloud technologies, data modeling, and agile methodologies. Currently he is a research assistant at CMU working on a project to enable self-adaptation of robots.
The document contains a summary of a professional with 6+ years of experience developing web applications using technologies like C#, ASP.NET, and SQL Server. They have worked as a senior software engineer and system analyst for various companies developing intranet and internet applications. Their skills include designing, developing, and deploying web applications using .NET Framework and technologies like ASP.NET, AJAX, and SQL Server. They have a Master's degree in Computer Applications and a Bachelor's degree in Computer Science.
Dhananjay R. Bhave has over 20 years of experience in IT with expertise in project management, delivery management, and software development. He is proficient in technologies like C#, Java, SQL Server, Oracle, and embedded systems. Notable roles include directing operations at ServiceNet Technologies, managing elevator service projects at Otis ISRC, and leading enterprise application integration projects at Wipro. He has successfully delivered complex projects across industries involving system integration, requirements gathering, and team leadership.
● 4 years of experience in software development with Java, React, GraphQL, Python, and Javascript.
● Experienced in developing scalable microservices using spring boot(RESTful, SOAP).
● Experienced in developing custom front ends and SPA's using ReactJS, Redux, and NodeJS.
● Experience in Unix/Linux platform and relational database (SQL, MySQL).
● 1 year of experience in contributing to architecture, design, and scaling of distributed systems.
● Skilled in OOPs, Data Structures, and Algorithms.
● 2 Years of Full Stack Development experience.
● Experienced in creating Technical Documentation, and test automation (Cypress, python).
● Good understanding of Software Development life cycle.
● Quick learner and excited about Machine Learning and Natural language processing.
Robert D has over 16 years of experience in technology architecture. He has expertise in infrastructure setup, DevOps, middleware, and packaged products. Some of his responsibilities have included technical architecting of complex projects, infrastructure architecting for data centers, and application and integration architecting. He also has experience mentoring other architects and performing architectural assessments. Notable projects he has worked on include logistics systems for Neptune Orient Lines and DHL, central reservation systems for Starwood Hotels, and point of sale systems for Thomas Cook.
Rishabh Agarwal is seeking a full-time position as a developer to utilize his technical and managerial skills. He has a Master's degree in Computer Engineering from the University of Florida and a Bachelor's in Computer Science from Jaypee University of Engineering and Technology. His work experience includes positions at VMware as a Member of Technical Staff developing automation frameworks and new features for vCloud Director, at Google developing automations for migration, and at AT&T Labs developing test automation tools. He is proficient in languages like Java, C++, Python and technologies like SQL Server, MySQL, Hadoop and has experience with Agile methodologies like Scrum.
Suresh R has over 3 years of experience in product development and design, specializing in front axle design. He currently works as a Catia Software Engineer at Renault Nissan Technology and Business Centre India, where he helps manage their global single access PDM database. Previously he worked at Ashok Leyland as a Design Associate, focusing on front axle design and field failure resolution. He has expertise in CAD tools like CATIA V5/V6 and UG-NX, as well as PLM tools including ENOVIA, Teamcenter, and LEAP. Suresh holds a Bachelor's degree in Mechanical Engineering from DR. M.G.R University and is proficient in English,
Poonam Vyas is a senior software developer with over 9 years of experience leading development teams and designing and developing components for web and desktop applications using technologies like C#, ASP.NET, VB.NET, SQL Server, JavaScript and jQuery. She has experience working for companies in the UK and India developing applications in various domains like recruiting, community platforms and ERP systems.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
UNLOCKING HEALTHCARE 4.0: NAVIGATING CRITICAL SUCCESS FACTORS FOR EFFECTIVE I...amsjournal
The Fourth Industrial Revolution is transforming industries, including healthcare, by integrating digital,
physical, and biological technologies. This study examines the integration of 4.0 technologies into
healthcare, identifying success factors and challenges through interviews with 70 stakeholders from 33
countries. Healthcare is evolving significantly, with varied objectives across nations aiming to improve
population health. The study explores stakeholders' perceptions on critical success factors, identifying
challenges such as insufficiently trained personnel, organizational silos, and structural barriers to data
exchange. Facilitators for integration include cost reduction initiatives and interoperability policies.
Technologies like IoT, Big Data, AI, Machine Learning, and robotics enhance diagnostics, treatment
precision, and real-time monitoring, reducing errors and optimizing resource utilization. Automation
improves employee satisfaction and patient care, while Blockchain and telemedicine drive cost reductions.
Successful integration requires skilled professionals and supportive policies, promising efficient resource
use, lower error rates, and accelerated processes, leading to optimized global healthcare outcomes.
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
Fuel Cells: Introduction- importance and classification of fuel cells - description, principle, components, applications of fuel cells: H2-O2 fuel cell, alkaline fuel cell, molten carbonate fuel cell and direct methanol fuel cells.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Arnav_Goel_resume_2023.pdf
1. ARNAV GOEL
ARNAVGOEL2@GMAIL.COM
GITHUB.COM/ARNAV2
LINKEDIN.COM/IN/ARNAV2
+1 647-721-1822
EXPERIENCE
Hypercomply Inc
Full stack and ML Engineer | Vancouver, BC
● As a full stack engineer, I facilitate security documentation workflows with knowledge management, public
and private sharing, and audit trails improving the UX/UI experience of over 200 organizations.
● Worked as a machine learning researcher in Python and SQL using sentence transformer library to
preprocess data, research better models improving the accuracy of the model from about 29% to around
75% within 4 months.
Amazon Services Inc
Software Development Engineer | Vancouver, BC
● Developed an automated task routing platform for 20k+ drivers and carriers using Java to mitigate ongoing
or reoccurring issues in Amazon Transportation Services (ATS).
● Designed and maintained a platform for provisioning access of 500k+ internal and external ATS users in
Amazon North America, Europe, and Asia for securing over 100+ applications.
NXP Semiconductors Inc
Embedded Vision and Deep Learning Intern | Ottawa, Ontario
● Created optimized machine learning models in C++ for self-driving cars to reduce power consumption.
PROJECTS/CLUBS
Robotics Association
Computer Vision Lead | Toronto, Ontario
● Implemented deep learning algorithm like YOLO net for autonomous humanoid robots to play soccer.
EDUCATION
University of Toronto
Computer Engineering Student | 3.78 GPA
● Received multiple scholarship totalling $7500 and awards for being top student with highest rank 2
SKILLS
Programming: C, C++, Java, Python, OpenCV, Sentence Transformer (NLP), TensorFlow, PyTorch, TfLite
Cloud Engineering: RDS, Elasticsearch, DynamoDB, Lambda, EC2, SNS, SQS, S3, CloudWatch
June 2022 - February 2023
August 2020 - February 2022
May 2018 – May 2019
September 2016 – September 2017
September 2015 – May 2020