Game presented at M3 Conference, Nov 1-2, 2016. Goal is to reorder the slides in chronological order without using the wisdom of the internet.
Author: Todd Treangen
Mohammed Rizwan Uddin is seeking a challenging position utilizing his 8+ years of experience in non-destructive testing (NDT). He is currently an ASNT NDT Level III inspector at Alstom India Ltd, where he has successfully completed several boiler projects, introduced new NDT techniques, and received appreciation letters from customers. Rizwan aims to join an organization where he can continue contributing his skills and expertise through efficient, professional, and cost-effective work.
This document contains contact information and a resume for Amod Kumar Puri, who is seeking a position as a Lifting & Rigging Supervisor. He has over 20 years of experience in construction and engineering in the oil and gas industry. Currently he works as a Rigging and Lifting Supervisor for Technip in China, overseeing lifting activities and equipment installation. His experience includes roles in Qatar, Russia, India, and other locations supervising rigging, lifting, module installation, and heavy transportation tasks. He has the required certifications and seeks to join an organization where he can continue utilizing his skills in a safety-focused manner.
Mallikarjuna Kalle is an instrumentation engineer with over 12 years of experience in project engineering, commissioning, and plant maintenance. He has worked for companies like Abu Dhabi Polymer, Eastern Petrochemical Company, and Reliance Industries. He is proficient in DCS, PLC, SCADA systems and has extensive experience in pre-commissioning, commissioning and start-up of various petrochemical plants and units. He is looking for a challenging career opportunity where he can utilize his technical and management skills.
Karl-Erik Karlsson is a senior electrical engineer with over 40 years of experience in projects across various industries including oil and gas production, shipping, and paper mills. He has extensive experience in commissioning, project management, and engineering roles. He is proficient in many computer programs and standards related to his field.
MediaEval 2016 - UNIFESP Predicting Media Interestingness Taskmultimediaeval
The document describes a system developed by UNIFESP for the MediaEval 2016 Predicting Media Interestingness task. The system:
1. Uses histograms of motion patterns to extract visual features from video segments.
2. Employs various learning-to-rank algorithms like Ranking SVM, RankNet, RankBoost and ListNet to predict interestingness.
3. Uses a majority voting scheme to combine the rankings from different algorithms and improve the prediction results.
Srinivas Sirigineedi is a construction superintendent and project engineer with over 9 years of experience managing complex construction projects in the oil and gas industry. He has a proven track record of successfully executing multi-million dollar projects on time and within budget for major clients. Srinivas is seeking a position with an ambitious and growth-oriented organization where he can fully utilize his potential and contribute to the company's success.
Ahmed Ali Mahmoud is an Instrument & Control Engineer seeking a challenging career in reliability, training, and maintenance management. He has a bachelor's degree in electrical engineering from Alexandria University and experience as an electrical and control engineer and instrument & control engineer. His technical skills include industrial process measurements, automatic process control, PLC programming, and instrumentation calibration. Currently he works as an instrument & control engineer at MIDOR Refinery in Alexandria, where his responsibilities include instrumentation maintenance, control system maintenance, and involvement in the DCS modernization project.
MediaEval 2016 - ININ Submission to Zero Cost ASR Taskmultimediaeval
Presenter: Tejas Godambe
ININ Submission to Zero Cost ASR Task at MediaEval 2016 In Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, Netherlands, October 20-21, CEUR-WS.org (2016) by Tejas Godambe, Naresh Kumar, Pavan Kumar, Veera Raghavendra, Aravind Ganapathiraju
Paper: http://ceur-ws.org/Vol-1739/MediaEval_2016_paper_31.pdf
Video: https://youtu.be/e70xRjsUUts
Abstract: This paper details the experiments conducted to train an as good performing Vietnamese speech recognition system as possible using public domain data only, as a part of the Zero Cost task at MediEval 2016. We explored techniques related to audio preprocessing, use of speaker’s pitch information, data perturbation, for building subspace Gaussian mixture acoustic model which is known for estimating robust parameters when the amount of data is less, and also unsupervised adaptation, RNN language model based lattice rescoring and system combination using ROVER technique.
Mohammed Rizwan Uddin is seeking a challenging position utilizing his 8+ years of experience in non-destructive testing (NDT). He is currently an ASNT NDT Level III inspector at Alstom India Ltd, where he has successfully completed several boiler projects, introduced new NDT techniques, and received appreciation letters from customers. Rizwan aims to join an organization where he can continue contributing his skills and expertise through efficient, professional, and cost-effective work.
This document contains contact information and a resume for Amod Kumar Puri, who is seeking a position as a Lifting & Rigging Supervisor. He has over 20 years of experience in construction and engineering in the oil and gas industry. Currently he works as a Rigging and Lifting Supervisor for Technip in China, overseeing lifting activities and equipment installation. His experience includes roles in Qatar, Russia, India, and other locations supervising rigging, lifting, module installation, and heavy transportation tasks. He has the required certifications and seeks to join an organization where he can continue utilizing his skills in a safety-focused manner.
Mallikarjuna Kalle is an instrumentation engineer with over 12 years of experience in project engineering, commissioning, and plant maintenance. He has worked for companies like Abu Dhabi Polymer, Eastern Petrochemical Company, and Reliance Industries. He is proficient in DCS, PLC, SCADA systems and has extensive experience in pre-commissioning, commissioning and start-up of various petrochemical plants and units. He is looking for a challenging career opportunity where he can utilize his technical and management skills.
Karl-Erik Karlsson is a senior electrical engineer with over 40 years of experience in projects across various industries including oil and gas production, shipping, and paper mills. He has extensive experience in commissioning, project management, and engineering roles. He is proficient in many computer programs and standards related to his field.
MediaEval 2016 - UNIFESP Predicting Media Interestingness Taskmultimediaeval
The document describes a system developed by UNIFESP for the MediaEval 2016 Predicting Media Interestingness task. The system:
1. Uses histograms of motion patterns to extract visual features from video segments.
2. Employs various learning-to-rank algorithms like Ranking SVM, RankNet, RankBoost and ListNet to predict interestingness.
3. Uses a majority voting scheme to combine the rankings from different algorithms and improve the prediction results.
Srinivas Sirigineedi is a construction superintendent and project engineer with over 9 years of experience managing complex construction projects in the oil and gas industry. He has a proven track record of successfully executing multi-million dollar projects on time and within budget for major clients. Srinivas is seeking a position with an ambitious and growth-oriented organization where he can fully utilize his potential and contribute to the company's success.
Ahmed Ali Mahmoud is an Instrument & Control Engineer seeking a challenging career in reliability, training, and maintenance management. He has a bachelor's degree in electrical engineering from Alexandria University and experience as an electrical and control engineer and instrument & control engineer. His technical skills include industrial process measurements, automatic process control, PLC programming, and instrumentation calibration. Currently he works as an instrument & control engineer at MIDOR Refinery in Alexandria, where his responsibilities include instrumentation maintenance, control system maintenance, and involvement in the DCS modernization project.
MediaEval 2016 - ININ Submission to Zero Cost ASR Taskmultimediaeval
Presenter: Tejas Godambe
ININ Submission to Zero Cost ASR Task at MediaEval 2016 In Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, Netherlands, October 20-21, CEUR-WS.org (2016) by Tejas Godambe, Naresh Kumar, Pavan Kumar, Veera Raghavendra, Aravind Ganapathiraju
Paper: http://ceur-ws.org/Vol-1739/MediaEval_2016_paper_31.pdf
Video: https://youtu.be/e70xRjsUUts
Abstract: This paper details the experiments conducted to train an as good performing Vietnamese speech recognition system as possible using public domain data only, as a part of the Zero Cost task at MediEval 2016. We explored techniques related to audio preprocessing, use of speaker’s pitch information, data perturbation, for building subspace Gaussian mixture acoustic model which is known for estimating robust parameters when the amount of data is less, and also unsupervised adaptation, RNN language model based lattice rescoring and system combination using ROVER technique.
MediaEval 2016 - UPMC at MediaEval2016 Retrieving Diverse Social Images Taskmultimediaeval
Presenter: Sabrina Tollari
UPMC at MediaEval 2016 Retrieving Diverse Social Images Task In Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, Netherlands, October 20-21, CEUR-WS.org (2016) by Sabrina Tollari
Paper: http://ceur-ws.org/Vol-1739/MediaEval_2016_paper_14.pdf
Video: https://youtu.be/_uletoYIZGQ
Abstract: In the MediaEval 2016 Retrieving Diverse Social Images Task, we proposed a general framework based on agglomerative hierarchical clustering (AHC). We tested the provided credibility descriptors as a vector input for our AHC. The results on devset showed that this vector based on the credibility descriptors is the best feature, but unfortunately that is not confirmed on testset. To merge several features, we chose to merge feature similarities. Tests on devset showed that to merge similarities using linear or weighted-max operators gave, most of the time, better results than using only one feature. This results is partially confirmed on testset.
P. Srivenkatesh is an instrumentation engineer with over 7 years of experience. He seeks to increase company value through promoting production, quality and reducing downtime. He holds a B.E. in Instrumentation and Control Engineering and has worked on shutdown maintenance and projects in India, Nigeria, Qatar and Hyderabad. His experience includes handling field instruments, transmitters, analyzers, safety systems and serving as a shift engineer at ONGC.
Studiere Sportwissenschaft (Master of Arts) an der HG Hochschule flexibel neben dem Beruf - als Fernstudium mit Präsenzphasen. Jetzt einen der begehrten Plätze sichern!
Studiere den Bachelorstudiengang Creative Media berufsbegleitend als virtuelles Fernstudium mit Präsenzphasen - Staatlich anerkannt und akkreditiert. Jetzt Studienplatz sichern!
This document provides the curriculum vitae and work experience of Saroj Kumar Swain. It details his educational qualifications including a Diploma in Mechanical Engineering and various NDT certifications. It provides a lengthy summary of his 17 years of experience in NDT roles for oil and gas companies in India and abroad, including positions in Kuwait, Qatar, Yemen, and currently in Iraq. It also lists the various NDT equipment and techniques he has experience with including radiography, ultrasonic testing, magnetic particle testing, and liquid penetrant testing.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
MediaEval 2016 - UPMC at MediaEval2016 Retrieving Diverse Social Images Taskmultimediaeval
Presenter: Sabrina Tollari
UPMC at MediaEval 2016 Retrieving Diverse Social Images Task In Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, Netherlands, October 20-21, CEUR-WS.org (2016) by Sabrina Tollari
Paper: http://ceur-ws.org/Vol-1739/MediaEval_2016_paper_14.pdf
Video: https://youtu.be/_uletoYIZGQ
Abstract: In the MediaEval 2016 Retrieving Diverse Social Images Task, we proposed a general framework based on agglomerative hierarchical clustering (AHC). We tested the provided credibility descriptors as a vector input for our AHC. The results on devset showed that this vector based on the credibility descriptors is the best feature, but unfortunately that is not confirmed on testset. To merge several features, we chose to merge feature similarities. Tests on devset showed that to merge similarities using linear or weighted-max operators gave, most of the time, better results than using only one feature. This results is partially confirmed on testset.
P. Srivenkatesh is an instrumentation engineer with over 7 years of experience. He seeks to increase company value through promoting production, quality and reducing downtime. He holds a B.E. in Instrumentation and Control Engineering and has worked on shutdown maintenance and projects in India, Nigeria, Qatar and Hyderabad. His experience includes handling field instruments, transmitters, analyzers, safety systems and serving as a shift engineer at ONGC.
Studiere Sportwissenschaft (Master of Arts) an der HG Hochschule flexibel neben dem Beruf - als Fernstudium mit Präsenzphasen. Jetzt einen der begehrten Plätze sichern!
Studiere den Bachelorstudiengang Creative Media berufsbegleitend als virtuelles Fernstudium mit Präsenzphasen - Staatlich anerkannt und akkreditiert. Jetzt Studienplatz sichern!
This document provides the curriculum vitae and work experience of Saroj Kumar Swain. It details his educational qualifications including a Diploma in Mechanical Engineering and various NDT certifications. It provides a lengthy summary of his 17 years of experience in NDT roles for oil and gas companies in India and abroad, including positions in Kuwait, Qatar, Yemen, and currently in Iraq. It also lists the various NDT equipment and techniques he has experience with including radiography, ultrasonic testing, magnetic particle testing, and liquid penetrant testing.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.