Talk by Rana Prathap from IIT Kharagpur on the Introduction to Quantum Computing at the first Quantum Computing meetup in Hyderabad. Venue: T-hub, IIIT Hyderabad
"The Arrival of Quantum Computing" by Will ZengImpact.Tech
Slides from the Impact.tech seminar about quantum computing, given by Will Zeng. The presentation addresses the technologies, the actors, and the market around quantum computing.
If there is a sense of reality, there must be a sense of possibility.
Impact.tech Launch Seminars are meant to give entrepreneurs and investors a launch into a topic where they can apply their skills to make a major positive impact for humanity and the world.
This is the session 1 of the 2013 Microbotics Summer Workshop organized by the Electronic Technology department at University of Malaga. In this session, a printable modular snake robot, consisting of 9 modules is assembled and the main locomotion principles are presented.
Revolution of Quantum Computing in AI EraPrinceBarpaga
What is a Quantum Computer?
How does a Quantum Computer Work?
How will Quantum Computing revolutionize AI?
Can a Computer think like a human?
These are all the questions that I seek to answer in my presentation which was delivered at York University on 22nd March at Lassonde School of Engineering.
Presentation done and delivered by Prince Barpaga
"The Arrival of Quantum Computing" by Will ZengImpact.Tech
Slides from the Impact.tech seminar about quantum computing, given by Will Zeng. The presentation addresses the technologies, the actors, and the market around quantum computing.
If there is a sense of reality, there must be a sense of possibility.
Impact.tech Launch Seminars are meant to give entrepreneurs and investors a launch into a topic where they can apply their skills to make a major positive impact for humanity and the world.
This is the session 1 of the 2013 Microbotics Summer Workshop organized by the Electronic Technology department at University of Malaga. In this session, a printable modular snake robot, consisting of 9 modules is assembled and the main locomotion principles are presented.
Revolution of Quantum Computing in AI EraPrinceBarpaga
What is a Quantum Computer?
How does a Quantum Computer Work?
How will Quantum Computing revolutionize AI?
Can a Computer think like a human?
These are all the questions that I seek to answer in my presentation which was delivered at York University on 22nd March at Lassonde School of Engineering.
Presentation done and delivered by Prince Barpaga
Design the High Speed Kogge-Stone Adder by UsingIJERA Editor
In this Technical era the high speed and low area of VLSI chip are very- very essential factors. Day by day number of transistors and other active and passive elements are growing on VLSI chip. In Integral part of the processor adders play an important role. In this paper we are using proposed kogge-stone adders for binary addition to reduce the size and increase the efficiency or processors speed. Proposing kogge stone adder provides less components, less path delay and better speed compare to other existing kogge stone adder and other adders. Here we are comparing the kogge stone adders of different-different word size from other adders. The design and experiment can be done by the aid of Xilinx 14.1i Spartan 3 device family.
Presented by,
Mr. Shijin MS
Software Engineer, Livares Technologies
Quantum Computing - It is an interaction of Math, Physics
and Computer science
Quantum computing takes
advantage of the strange ability
of subatomic particles to exist in
more than one state at any time.
Due to the way the tiniest of
particles behave, operations can
be done much more quickly
than classical computer
Reading: "Pi in the sky: Calculating a record-breaking 31.4 trillion digits o...Kento Aoyama
(Journal Club at AIS Lab. on April 22, 2019)
Reading: “Pi in the sky: Calculating a record-breaking 31.4 trillion digits of Archimedes’ constant on Google Cloud”
쉽게 설명하는 GAN (What is this? Gum? It's GAN.)Hansol Kang
Original GAN 논문 리뷰 및 PyTorch 기반의 구현.
딥러닝 개발환경 및 언어 비교.
[참고]
Goodfellow, Ian, et al. "Generative adversarial nets." Advances in neural information processing systems. 2014.
Wang, Su. "Generative Adversarial Networks (GAN) A Gentle Introduction."
초짜 대학원생의 입장에서 이해하는 Generative Adversarial Networks (https://jaejunyoo.blogspot.com/)
1시간만에 GAN(Generative Adversarial Network) 완전 정복하기 (https://www.slideshare.net/NaverEngineering/1-gangenerative-adversarial-network)
프레임워크 비교(https://deeplearning4j.org/kr/compare-dl4j-torch7-pylearn)
AI 개발에AI 개발에 가장 적합한 5가지 프로그래밍 언어 (http://www.itworld.co.kr/news/109189#csidxf9226c7578dd101b41d03bfedfec05e)
Git는 머꼬? GitHub는 또 머지?(https://www.slideshare.net/ianychoi/git-github-46020592)
svn 능력자를 위한 git 개념 가이드(https://www.slideshare.net/einsub/svn-git-17386752)
OTOY Founder and CEO, Jules Urbach, delivers a presentation on OTOY's product roadmap including OctaneRender 3, OctaneVR, the ORBX media format, OctaneRender Cloud, and Brigade at the 2015 NVIDIA GPU Technology Conference.
OTOY GTC17 Presentation Slides: "The Future of GPU Rendering"OTOY Inc.
OTOY’s breakthroughs in compression and rendering on NVIDIA GPUs have dramatically reduced the barriers for rendering, making it a viable media format that gives content creators everywhere a simple, cost-effective way to bring high quality, interactive 3D content to multiple platforms for the world to enjoy.
Slide Annotations: https://www.facebook.com/groups/OctaneRender/permalink/802016643308749/
Strengths and limitations of quantum computingVinayak Sharma
Quantum computing as a research field has been around for about 30 years. It seems like a way to overcome the challenges that classical (boolean based) computers are facing due to “quantum tunneling” effect. Although, there are various theoretical and practical challenges that are needed to be dealt with if we want quantum computes to perform better that classical computers (i.e achieving “quantum supremacy”). This seminar will aim to shed light on basics of quantum computing and its strengths and weaknesses.
Video Links
Part 1: https://www.youtube.com/watch?v=-WLD_HnUvy0
Part 2: https://www.youtube.com/watch?v=xXzUmpk8ztU
The $5 Million Question: How Can We Make Quantum Computing Useful?uolgdsc
Google has recently announced a $5 million dollar, 3-year competition to develop quantum algorithms that can solve real-world problems. At GDSC UoL we explored realm of quantum computing and its potential with Petar Korponaić.
Quantum Computing with Amazon Braket
In this talk, I describe some fundamental principles of quantum computing including qu-bits, superposition, and entanglement. I will demonstrate how to perform secure quantum computing tasks across many Quantum Processing Units (QPUs) using Amazon Braket, IAM, and S3.
AI and Machine Learning, Quantum Computing, Amazon Braket, QPU
James Birnie - Using Many Worlds of Compute Power with Quantum - Codemotion A...Codemotion
Quantum computers can use all of the possible pathways generated by quantum decisions to solve problems that will forever remain intractable to classical compute power. As the mega players vie for quantum supremacy and Rigetti announces its $1M "quantum advantage" prize, we live in exciting times. IBM-Q and Microsoft Q# are two ways you can learn to program quantum computers so that you're ready when the quantum revolution comes. I'll demonstrate some quantum solutions to problems that will forever be out of reach of classical, including organic chemistry and large number factorisation.
Design the High Speed Kogge-Stone Adder by UsingIJERA Editor
In this Technical era the high speed and low area of VLSI chip are very- very essential factors. Day by day number of transistors and other active and passive elements are growing on VLSI chip. In Integral part of the processor adders play an important role. In this paper we are using proposed kogge-stone adders for binary addition to reduce the size and increase the efficiency or processors speed. Proposing kogge stone adder provides less components, less path delay and better speed compare to other existing kogge stone adder and other adders. Here we are comparing the kogge stone adders of different-different word size from other adders. The design and experiment can be done by the aid of Xilinx 14.1i Spartan 3 device family.
Presented by,
Mr. Shijin MS
Software Engineer, Livares Technologies
Quantum Computing - It is an interaction of Math, Physics
and Computer science
Quantum computing takes
advantage of the strange ability
of subatomic particles to exist in
more than one state at any time.
Due to the way the tiniest of
particles behave, operations can
be done much more quickly
than classical computer
Reading: "Pi in the sky: Calculating a record-breaking 31.4 trillion digits o...Kento Aoyama
(Journal Club at AIS Lab. on April 22, 2019)
Reading: “Pi in the sky: Calculating a record-breaking 31.4 trillion digits of Archimedes’ constant on Google Cloud”
쉽게 설명하는 GAN (What is this? Gum? It's GAN.)Hansol Kang
Original GAN 논문 리뷰 및 PyTorch 기반의 구현.
딥러닝 개발환경 및 언어 비교.
[참고]
Goodfellow, Ian, et al. "Generative adversarial nets." Advances in neural information processing systems. 2014.
Wang, Su. "Generative Adversarial Networks (GAN) A Gentle Introduction."
초짜 대학원생의 입장에서 이해하는 Generative Adversarial Networks (https://jaejunyoo.blogspot.com/)
1시간만에 GAN(Generative Adversarial Network) 완전 정복하기 (https://www.slideshare.net/NaverEngineering/1-gangenerative-adversarial-network)
프레임워크 비교(https://deeplearning4j.org/kr/compare-dl4j-torch7-pylearn)
AI 개발에AI 개발에 가장 적합한 5가지 프로그래밍 언어 (http://www.itworld.co.kr/news/109189#csidxf9226c7578dd101b41d03bfedfec05e)
Git는 머꼬? GitHub는 또 머지?(https://www.slideshare.net/ianychoi/git-github-46020592)
svn 능력자를 위한 git 개념 가이드(https://www.slideshare.net/einsub/svn-git-17386752)
OTOY Founder and CEO, Jules Urbach, delivers a presentation on OTOY's product roadmap including OctaneRender 3, OctaneVR, the ORBX media format, OctaneRender Cloud, and Brigade at the 2015 NVIDIA GPU Technology Conference.
OTOY GTC17 Presentation Slides: "The Future of GPU Rendering"OTOY Inc.
OTOY’s breakthroughs in compression and rendering on NVIDIA GPUs have dramatically reduced the barriers for rendering, making it a viable media format that gives content creators everywhere a simple, cost-effective way to bring high quality, interactive 3D content to multiple platforms for the world to enjoy.
Slide Annotations: https://www.facebook.com/groups/OctaneRender/permalink/802016643308749/
Strengths and limitations of quantum computingVinayak Sharma
Quantum computing as a research field has been around for about 30 years. It seems like a way to overcome the challenges that classical (boolean based) computers are facing due to “quantum tunneling” effect. Although, there are various theoretical and practical challenges that are needed to be dealt with if we want quantum computes to perform better that classical computers (i.e achieving “quantum supremacy”). This seminar will aim to shed light on basics of quantum computing and its strengths and weaknesses.
Video Links
Part 1: https://www.youtube.com/watch?v=-WLD_HnUvy0
Part 2: https://www.youtube.com/watch?v=xXzUmpk8ztU
The $5 Million Question: How Can We Make Quantum Computing Useful?uolgdsc
Google has recently announced a $5 million dollar, 3-year competition to develop quantum algorithms that can solve real-world problems. At GDSC UoL we explored realm of quantum computing and its potential with Petar Korponaić.
Quantum Computing with Amazon Braket
In this talk, I describe some fundamental principles of quantum computing including qu-bits, superposition, and entanglement. I will demonstrate how to perform secure quantum computing tasks across many Quantum Processing Units (QPUs) using Amazon Braket, IAM, and S3.
AI and Machine Learning, Quantum Computing, Amazon Braket, QPU
James Birnie - Using Many Worlds of Compute Power with Quantum - Codemotion A...Codemotion
Quantum computers can use all of the possible pathways generated by quantum decisions to solve problems that will forever remain intractable to classical compute power. As the mega players vie for quantum supremacy and Rigetti announces its $1M "quantum advantage" prize, we live in exciting times. IBM-Q and Microsoft Q# are two ways you can learn to program quantum computers so that you're ready when the quantum revolution comes. I'll demonstrate some quantum solutions to problems that will forever be out of reach of classical, including organic chemistry and large number factorisation.
Quantum Computing Primer - Future of Scientific Computing: Opportunities for ...Dr Rajnish Mallick
Quantum Computing Primer - Future of Scientific Computing, covers the following:
- Why you should Learn Quantum Computing
- Quantum Computing Basics
- Applications with Business Opportunities
- Business and Technology Landscape
presentation is based on quantum computing and how it developed and what are its advantages and disadvantages. Quantum computing applications and conclusions. Quantum computing over classical computing.
Performance is a key component of usability and crucial for the user experience, especially in today's modern user interfaces where graphical elements are being animated and transitioned. Bringing Qt Everywhere means a significant need for speed across desktop and embedded platforms. This presentation will give you a brief overview of performance improvements done in Qt, and will be highly interactive with hands-on sessions on how to squeeze every last drop of performance out of your Qt application.
Presentation by Bjørn Erik Nilsen held during Qt Developer Days 2009.
http://qt.nokia.com/whatsnew
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
4. where are we in Quantum Computing?
Google Quantum Supremacy
performed the target computation in 200 seconds, and from
measurements in the experiment we determined that it would
take the world’s fastest supercomputer 10,000 years to produce
a similar output.
2019
First quantum computer you can buy
D Wave (founded in 1999) made the first commercially available
for 10 million dollars.
2011
Richard Feynman
Richard Feynman points out that quantum systems can only be
effectively simulated using a quantum computer. Exponentially
increasing problem complexity.
1985
Shor’s factorization algorithm
A seminal paper by Peter W. Shor proposed an algorithm that
can exponentially speed up factoring a number.
1996
5. What are we learning today?
Quantum Mechanics
Quantum Information
Quantum
Computation
Gate based Annealing , ...
Quantum
Cryptography
Information Theory
Quantum Key
Distribution
Quantum Error
Correction
6. How powerful is a QC? (Google Quantum Supremacy)
Classical vs Quantum : 10,000 years vs 200 seconds!!
And that is using just a 54 qubit computer!
1,576,800,000 times speed up! (~1.5 billion)
<- Google’s Sycamore Chip
used for showing quantum
supremacy
9. Properties that make QC’s different
● Superposition
Exponential speedups as number of qubits grow
● Entanglement
Spooky action at a distance.
● Reversible computing
10-15W vs 20kW (Energy consumption of chip vs cryostat)
● Privacy (No-cloning theorem)
12. Problems faced today
● Hard to build and retain
qubits due to decoherence
● High amount of noise
● Need for better quantum
algorithms
● Algorithms like Shor’s can’t
be implemented today
● All hardwares have their own
pros and cons
● Data storage?
● Debugging?
13. Qubit?
Analogous to the coin flip example - a
coin, while its spinning in the air is
in a superposition of heads and tails.
Bloch sphere representation of a qubit
We require a cylinder to accommodate for
the extra degree of freedom - phase
Ignoring global phase
14. Qubit - (math starts here)
Mathematical representation:
Bloch Sphere:
I like to think of it as polarization of light.
X and + basis
15. Bit of math
● Quantum states are column vectors
● Multiple qubit states. How do we get there?
(Kronecker product)
23. Classical adder to a Quantum adder
● If first qubit is
true then flip
second.
● Double controlled not
24. Resources to explore
● Qiskit tutorials
● Qiskit textbook
● Qiskit Camp projects - some project ideas
● Interactive map of various QC companies
● Q2B conference videos
● Rigetti Computing
● D Wave - quantum annealing
● Quantum computing for computer scientists - book
● Amazon braket
● Google Cirq
● Google quantum supremacy paper
● IBM Quantum Challenge 2019
● Quantum Computing Report
25. Quantum computing in India - IndiQ
Monthly meetups in major cities like Hyderabad, Delhi,
Bangalore.
Meetup group
Twitter
Website’s coming soon at indiq.in
Join the Qiskit slack workspace which has a #india channel
26. Can’t thank them enough
● Frederik Hardervig - Qiskit Advocate, Co-organizer
Core Team:
● Sunayana Patro
● Utkarsh Azad
● Mahathi Vempati
● Nikhil Vemuri
