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Swetha Gopalakrishnan shared thisRecently, I had the honor of delivering the Chrome Keynote at Google I/O Connect India with Paul Kinlan, with 1500+ builders in attendance. Watch it here 👉 https://lnkd.in/gqWTTwMt Here are the highlights of what we announced and examples of Indian companies at the forefront of these latest technologies: ✨ Built-in AI – Run AI models on-device to provide private, fast, and offline-ready web experiences. 💡MakeMyTrip has been experimenting with Gemma 197M to summarize booking details on-device, allowing them to scale smoothly across low and high-end hardware. 🤖 WebMCP – Expose structured tools from your web app directly to AI agents for faster, more reliable, and precise co-browsing beyond DOM scraping. 💡 Various Indian companies have been actively experimenting with this, check out the logo wall in the photo below! </> Modern Web Guidance – Gives your coding agent a set of expert-vetted skills, covering 137 use cases and guides so it can generate much better quality code. 💡 Times Internet's teams build more confidently for the modern web with MWG, whether it's adding new features or updating the existing codebase. 🧰 Chrome DevTools for Agents – Enables your coding tools to have autonomous real-time access to runtime debugging data, so it can write code, run it, perform audits, and autonomously fix any issues. 💡 Policybazaar.com reduced manual effort by 92% for performance audits and redBus reduced their mean time to resolution from three hours to just 45 minutes! 🎨 HTML-in-Canvas – Renders HTML/CSS elements inside 2D, WebGL/WebGPU canvas contexts while preserving native interactivity and accessibility. Check out Amit kumar's post on how they're using it in redBus 👉https://lnkd.in/p/gWDvrrxP 🌐 Declarative Partial Updates, Element-scoped View Transitions and a lot more web features! Post-keynote, I had several idea exchanges with developers and was truly inspired to see the passion to innovate and leverage the latest tech to solve previously complex problems. Keep rocking, India! Huge thanks to Paul Kinlan for being absolutely amazing to work with, for the great conversations and making our talk awesome together :) Thanks Saurabh Rajpal and Hadyan Andika and all the companies featured for the quick turnaround, amazing implementations and playing such a core part in making the keynote impactful; it wouldn't have been possible without the collaboration.
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Swetha Gopalakrishnan reposted thisSwetha Gopalakrishnan reposted thisIt's been a while since I posted on LinkedIn. This is partly a life update, but mostly a request for help. After I left Google, I stayed in Singapore for some months. Then Sonam L Bhutia quit her job in 2025, and we moved to Phuket. For the first time in a long while, we had the space to slow down, explore new interests, and decide what we genuinely wanted to work on next. For me, one of those interests was health and fitness. I completed the Precision Nutrition Level 1 Certification and applied what I was learning to my daily diet. At 44, I managed to gain a meaningful amount of muscle and improvement in biomarkers. I had assumed this was not going to be possible with my age. That experience led Sonam and me to a more personal question: Could we use some of these ideas to help our families eat better and preserve their health as they got older? We knew what we did not want to build. We did not want to give our parents another complicated app to learn. We did not want to make them count every calorie. And, we did not want food to become another source of anxiety or judgement. They already use WhatsApp every day, so we started there. We built a simple WhatsApp-based AI assistant. A person sends a photo of their meal, and the product helps them understand what they are eating, identify possible nutritional gaps, and see practical suggestions based on their goals and stage of life. Family members can also view a separate dashboard, provided the person sharing their meals is comfortable with it. We built it for our parents. Their feedback was encouraging enough that we decided to keep going and turn it into a real product called Tistra Health: https://tistrahealth.com It is not a medical or diagnostic tool. It is intended to help people become more aware of their everyday eating habits and decide for themselves what they may want to change. This is where I could use your help. I am looking for a small group of people willing to try Tistra Health themselves or set it up for a parent or family member. For now, this request is specific to Android users since I need to test my Android app first, while the iOS app is still in development. Early testers will have free access for six months. You do not need to promote it or say anything you don't agree with. I am more keen on receiving constructive criticism to help us build something genuinely useful. Tell us what feels useful, what is confusing, what the AI gets wrong, and whether the product actually fits naturally into everyday life. Leave a comment or message me directly if you would be open to trying it. And, if someone in your network might benefit from it, please share the link with them.Understand nutrition from a simple WhatsApp photo.Understand nutrition from a simple WhatsApp photo.
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Swetha Gopalakrishnan reposted thisSwetha Gopalakrishnan reposted thisExperiencing backstage blues with my lovely co-speakers at #GoogleIOConnect #Bengaluru ! Exciting day and I just can't wait for things to unfold today! Swetha Gopalakrishnan Paul Kinlan Jamal Eason Richard Seroter
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Swetha Gopalakrishnan shared thisExcited to be back at #GoogleIOConnect happening TODAY! This year, we have exciting announcements for Chrome - Paul Kinlan and I will be sharing the latest updates in Chrome and Web in the Keynote, so if you're passionate about Web and AI, catch the livestream here: https://lnkd.in/gm58YpQT #Chrome #WebDev #AI #GoogleIOConnect #BuildwithGemini
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Swetha Gopalakrishnan reposted thisSwetha Gopalakrishnan reposted thisWhat happens when a browser agent meets a website's own agent? 🤔 Is it a tool call, a handoff, or a real conversation? I built a demo comparing three approaches: 1️⃣ Direct WebMCP tools 2️⃣ The site's agent exposed as a tool 3️⃣ A2A - messages, task state, conversation context The twist is in the third: A2A shows up twice - once on a real backend endpoint, and once on the page itself, improvised over postMessage 😀 My takeaway: the protocol is only part of the story. What really changes is who does the thinking, who owns the task, and who picks up the bill. Full write-up - architecture, trade-offs, and a demo you can run yourself 👇 https://lnkd.in/dazZ9Hp8 Looking forward to your thoughts! 💪 #AgenticWeb #WebMCP #A2AWhen agents talk: tool calls, handoffs, and two walletsWhen agents talk: tool calls, handoffs, and two wallets
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Swetha Gopalakrishnan shared this#GoogleIOConnect is tomorrow in Bengaluru! If you're heading there, check out Policybazaar's demo booth and learn more about their latest Gemini and Chrome AI integrations to uplevel the insurance purchase journey. #BuildwithGemini #Chrome #WebDevSwetha Gopalakrishnan shared thisPolicybazaar is excited to be at #GoogleIOConnect! Join us for a live demo and experience how our AI-powered insurance advisor, built with Google's Agent Development Kit, Gemini Models and Google Chrome delivers personalized insurance guidance in real time. Stop by our booth and see it in action! Rishabh Mehrotra Aman Soni sourabh saxena Santosh Bhat Bibhu Krishna #Policybazaar #PolicybazaarAI #GoogleIOConnect #BuildWithGemini #GeminiAI #ChromeForDevelopers #Insurtech #AI #Innovation #GoogleDevsIN #HarFamilyHogiInsured
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Swetha Gopalakrishnan reposted thisSwetha Gopalakrishnan reposted thisIntroducing LiteRT.js: Google’s high-performance AI runtime is now available for the web! 💫 LiteRT.js allows developers to run .tflite models directly in the browser, achieving up to 10x acceleration for computer vision tasks using WebGPU and the upcoming WebNN standard. Why LiteRT.js? 🔹 Shared ecosystem: Use the same models across Android, iOS, and Web 🔹 PyTorch ready: Simplified conversion from PyTorch using litert-torch 🔹 Advanced optimization: Customizable quantization with ai-edge-quantizer 🔹 TF.js compatible: Easy integration with existing TensorFlow.js workflows Explore our new demos and documentation to get started with on-device Web AI. Read more on the blog: https://goo.gle/4eUP97n
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Swetha Gopalakrishnan reposted thisSwetha Gopalakrishnan reposted thisExcited to announce new Agentic Engineering courses on LinkedIn Learning! Check them out: https://lnkd.in/gVZbcu3B Recording these with the LinkedIn Learning team was a lot of fun. We went deep on a lot of stuff that matters right now: Claude Code power user workflows, building and composing Agent Skills, MCP server integration, autonomous agent patterns, and multi-agent orchestration. Hands-on, opinionated, and built around the way engineers are actually shipping in 2026. The flagship course, Mastering AI-Assisted Development, covers the full arc from advanced vibe coding to production-grade AI workflows. What I wanted to avoid was another "AI can write code" course. What we built instead is a curriculum around orchestration: how you structure problems for AI, design multi-step prompting routines, apply rigorous quality controls, and maintain full engineering judgment throughout. The RALPH loop, agent teams, multi-phase planning for large refactors - it's all in there. We also cover the ecosystem honestly. There's a chapter on autonomy, a real comparison of AI coding agents in 2026, and a module on the reality of AI-assisted productivity - because I think developers deserve a clear-eyed view, not just hype. My goal was to give you the mental models and hands-on practice to move faster without losing ownership of what you're building. If you're a developer ready to level up your AI workflow, I'd love for you to check it out. Whether you're just getting started with Claude Code or already building multi-agent systems, there's something here for you. A lot of the ideas will translate whether you're using it, Codex or other agentic coding solutions. #ai #programming #softwareengineering
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Swetha Gopalakrishnan shared thisCongratulations Policybazaar.com team! I continue to be impressed at the innovation and investment in cutting edge AI features like WebMCP, Built-in AI APIs and a lot more. Well deserved and I'm honoured to have been part of this journey with Rishabh Mehrotra Aman Soni and the PB team. Saurabh Tiwari Deepansha Trivedi Thanks for your continuous support!Swetha Gopalakrishnan shared thisFor the fourth year in a row, our work has been featured at Google I/O 2026. 🚀 There’s something special about seeing months of ideas, iterations, and execution come together and be recognized on a global stage like this. Moments like these remind us why we keep pushing boundaries and building experiences that create real impact. Proud to see our work showcased among the AI experiences at one of the world’s biggest technology events. Excited for what’s ahead Aman Soni Cheers 🍻 Big Thanks to Swetha Gopalakrishnan Saurabh Rajpal #GoogleIO #WebAI #WebDev #IOConnect #Policybazaar
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Swetha Gopalakrishnan liked thisDrop in your resume if you wanna build something exciting!Swetha Gopalakrishnan liked thisWe're hiring a Full Stack Developer (3-6 years) to build AI-powered web applications and automation solutions. The role involves working across the full stack using Python, Node.js, React.js, and MongoDB, while integrating LLMs and AI frameworks like Google ADK/Vertex AI and AWS Bedrock. You'll develop scalable APIs, AI assistants, chatbots, and agentic workflows, collaborate with cross-functional teams, and deliver production-ready AI solutions. We're looking for someone with strong full-stack fundamentals and hands-on experience or exposure to AI/LLM-based application development. Santosh Bhat Rishabh Mehrotra Saurabh Kumar
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Swetha Gopalakrishnan reacted on thisbeen havin a blast helping bring this to lifeSwetha Gopalakrishnan reacted on thisThe next generation of commerce deserves a next-generation interface. The Shopify admin has a new look, with easier navigation across key workflows and Sidekick front and center when you need a hand. Learn more about every detail https://lnkd.in/gEd8E3-H
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Swetha Gopalakrishnan reacted on thisSwetha Gopalakrishnan reacted on thisLast week, for the first time in many years, I got on stage and gave a talk that I wrote for me, based on personal research. I was scared I lost the ability, scared I had no new ideas. I kept coming back to ideas around disability, accessibility, and AI. Three years ago, I went on mental health leave. One of my closest friends, who I met at Write The Docs in 2018, was dying from ovarian cancer, and I lost nearly 40% of my hair in stress. In fact, she gave me her fun wigs, a pink bob meant for me, as she knew she wouldn’t need them soon. I returned to work in September 2023, and she died that October. The pain and sorrow was all consuming. Over the last 3 years, I’ve put my energy into making myself indispensable, while continuing to find time to prioritize working on accessibility. And frankly, I did a damn good job, while still working to give myself grace when I fail. If you live long enough, you will have a disability, be it temporary or permanent. Now more than ever, we must take care each other and we must look out for our community, especially those at higher risk of displacement. Thank you to Write the Docs for welcoming me back with such open arms. This year’s talks, main stage and unconference, were an absolute delight. Sometimes, I watch my friend’s 2018 talk, the talk that inspired me to walk up to her and ask her to be my friend, just to hear her voice. I wish for everyone to find such a magnificent space, and if you care about docs, join ours. #WriteTheDocs #A11y
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Swetha Gopalakrishnan liked thisSwetha Gopalakrishnan liked thisClaude Design, Claude Slides and Claude Docs now work directly inside Claude Code. You can ask for a design review deck or a UI mockup while pointing Claude straight to the actual files and RFCs in your repository. Edit the output yourself or continue refining it through the conversation, then share the link once it's ready. You can fix a line in a document directly, leave a comment for Claude on a slide, or select a design element and move it. When you're finished: Present the deck directly within Claude. Export documents in your existing file formats. Share everything through a single link. We also announced that Claude Cowork and chat are merging into one Claude. You'll see these changes rollout over the coming weeks. #ai #programming #softwareengineering
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Swetha Gopalakrishnan liked thisSwetha Gopalakrishnan liked thisI co-founded my tech company 5 years ago, while 9 months pregnant. Today, our company RUMvision handles billions of beacons for over 1,500 domains worldwide - helping companies improve web performance globally. And in almost every room I walk into, I am still an exception. Looking at the latest numbers, I see why: the Netherlands just dropped to place 46 on the global gender equality index. 15 places down last year, 3 more this year. Women founders and CEOs in tech are still a rare species. And honestly, that makes me sad. So for anyone who needs to see what is possible: → My co-founders (who yes, are all men - great ones though!) chose me unanimously as CEO, simply because I was the best fit for the role. → I breastfed my daughter for 2 years because our childcare made that possible. Today she is 5, thriving, and growing up knowing her mom can lead a tech company and still always be there for her. → We built RUMvision completely bootstrapped, without outside venture capital. → I co-chair the W3C RUM group, putting me at the table with tech giants like Google, Cloudflare, Akamai Technologies, Shopify and IKEA. → I just became Vice President of Mage-OS Nederland to help strengthen and lead our Dutch community. → I travel the world giving talks - this year alone in Mallorca, London, Manchester, and Amsterdam for hundreds of people. And I hope this helps break a few glass ceilings along the way. That gender gap really should not still be our reality 5 years ago I could not fathom being where I am today. Of course, I could only do it with the help and support of many others. But also: if you are wondering if there is space for you, there is! Let's hope for more equality next year 🙏
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Swetha Gopalakrishnan liked thisSwetha Gopalakrishnan liked thisI’ve joined Google as a Technical Program Manager. :) I’ll be working with the Chrome and Web Ecosystem team, and I’m incredibly excited for the journey ahead!
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Swetha Gopalakrishnan liked thisSwetha Gopalakrishnan liked thisExcited to announce my next book with O'Reilly: Agentic Engineering! I officially submitted the manuscript a few weeks ago and while the final edition arrives in early 2027, we aren't waiting to share it. We're releasing chapters progressively starting now while my editors and I continue refining the work as practices evolve. Check them out early if you'd like: https://lnkd.in/gymp3B7E For the last six months, I've been writing almost continuously about the changes happening around agentic engineering: loops, goals, context engineering, harnesses, verification, specs, autonomy, software factories and what all of this means for the job of being an engineer. Those posts have sometimes felt like looking at different pieces of the same puzzle. The book gave me the space to put the puzzle together. There's now a much clearer through line in my head for where I think software engineering is going, what changes when agents can take on increasingly large pieces of work and which parts of engineering become more important as a result. One thing writing it has forced me to do is spend a lot more time on the bleeding edge. Not just trying the latest tools, but actually attempting to work differently. Delegating larger tasks. Building harnesses. Finding the limits of context. Learning what needs to be specified. Figuring out what can safely become autonomous and what absolutely still needs human judgment. My views have changed quite a bit in the process. And they'll probably keep changing. I like the idea that this book can evolve alongside the field it's trying to describe. By the time the finished book arrives in 2027, I think many workflows that still feel experimental today are going to feel surprisingly ordinary. My hope is that Agentic Engineering helps people get there a little sooner - and more importantly, gives them a framework for navigating everything that comes after. Thank you to everyone at O'Reilly and to the many people who have challenged, sharpened, or contributed to these ideas. I can't wait to share more. #ai #programming #softwareengineering
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Swetha Gopalakrishnan reacted on thisSwetha Gopalakrishnan reacted on thisI've joined Anthropic! I'll be working on Claude Code and on making it better for developers who use it. Hit me up with your feedback any time. Had a little fun creating this game with Fable and Three.js :) #ai #programming #softwareengineering
Experience & Education
Volunteer Experience
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Donor
World Wildlife Fund
- Present 9 years 11 months
Animal Welfare
Did you know that there are only 3,200 wild tigers in the world as of 2016? They could become extinct by 2022 if no action is taken. A single forest ranger could be taking care of tens of acres of land and could be killed by illegal poachers or animal traps. His/her family could potentially lose its single breadwinner.
I donate a lump sum of money on a half-yearly basis to WWF. The money is used for causes including installing cameras in forests to watch for illegal poachers, buy safety…Did you know that there are only 3,200 wild tigers in the world as of 2016? They could become extinct by 2022 if no action is taken. A single forest ranger could be taking care of tens of acres of land and could be killed by illegal poachers or animal traps. His/her family could potentially lose its single breadwinner.
I donate a lump sum of money on a half-yearly basis to WWF. The money is used for causes including installing cameras in forests to watch for illegal poachers, buy safety equipment for forest rangers to defend them against wild animals and poachers and educating individuals on making a positive difference to the environment and world's biodiversity.
Publications
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Case study series - Why do CSS and UI capabilities matter for your ecommerce site?
developer.chrome.com/blog
Co-authored a series of 6 technical articles, deep-diving into how ecommerce companies used modern CSS and UI features to improve user experience and page speed. We covered 6 articles:
1) Why do these features matter for ecommerce websites: https://developer.chrome.com/blog/css-ui-ecommerce?hl=en
2) Scroll-driven animations: https://developer.chrome.com/blog/css-ui-ecommerce-sda
3) View Transitions: https://developer.chrome.com/blog/css-ui-ecommerce-vt
4) popover API:…Co-authored a series of 6 technical articles, deep-diving into how ecommerce companies used modern CSS and UI features to improve user experience and page speed. We covered 6 articles:
1) Why do these features matter for ecommerce websites: https://developer.chrome.com/blog/css-ui-ecommerce?hl=en
2) Scroll-driven animations: https://developer.chrome.com/blog/css-ui-ecommerce-sda
3) View Transitions: https://developer.chrome.com/blog/css-ui-ecommerce-vt
4) popover API: https://developer.chrome.com/blog/css-ui-ecommerce-popover
5) Container Queries: https://developer.chrome.com/blog/css-ui-ecommerce-cq
6) :has() selector: https://developer.chrome.com/blog/css-ui-ecommerce-hasOther authorsSee publication -
How Tokopedia reduced operational costs by improving their seller web app using Machine Learning
web.dev
Collaborated with Tokopedia on this case study. Read about how they used the Mediapipe and Tensorflow's on-device face recognition ML model to significantly improve seller verification and reduce operational cost.
Other authorsSee publication -
The business impact of core web vitals
web.dev
Authored by Swetha & Saurabh. This article will help you understand how Core Web Vitals correlate with key business metrics by exploring examples of companies which have already seen positive impact for their users and business.
Other authorsSee publication
Courses
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Business of Software
CS5351
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Circuit and Systems Design Lab
EE2031
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Computer Architecture
CG3207
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Computer Communications and Networks I
EE3204
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Data Structures and Algorithms I
CG1103
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Database Systems
CS2102
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Digital Fundamentals
EE2020
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Distributed Databases
CS4224
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Effective Team Communication
CG1413
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Electrical Engineering
CG1108
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Embedded Systems Design Project
CG3002
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Engineering Professionalism
EG2401
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Entrepreneurial Thought Leaders Seminar Series
MS&E 472
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Financial Accounting
ACC1002X
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Global Entrepreneurial Marketing
MS&E 271
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Information and System Security
CS2107
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Innovation Programme
EG2604
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Microprocessor Systems
CG2007
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New Venture Creation
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Probability and Statistics
ST2334
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Programming Methodology
CG1101
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Real-Time Operating Systems
CG2271
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Signals and Systems
EE2023
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Software Engineering
CS2103
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Spirit of Entrepreneurship
MS&E 178
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Technopreneurship and Incubation Programme
EG1603
Projects
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Embedded Systems Design Project
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The Embedded Systems Design Project is the implementation of a system that manages the daily operations of a hypermarket that has up to 8 million inventory items and over 15,000 outlets in over 60 countries. Everything from the digital price display to the global server is to be implemented within 4 months by a team of 6 people. A dynamic web page built using HTML, CSS, PHP and MySQL. Hardware components were programmed using assembly language and integrated with a C++ application that mimics…
The Embedded Systems Design Project is the implementation of a system that manages the daily operations of a hypermarket that has up to 8 million inventory items and over 15,000 outlets in over 60 countries. Everything from the digital price display to the global server is to be implemented within 4 months by a team of 6 people. A dynamic web page built using HTML, CSS, PHP and MySQL. Hardware components were programmed using assembly language and integrated with a C++ application that mimics software in each store.
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Software Engineering Design Project
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See projectThe Software Engineering Project focuses on implementing task manager software that solves the problem of messy and non-intuitive task managers. It is implemented by a team of 4 within 4 months, using C#. It emphasizes the use of software engineering concepts and good coding protocols as well as a user-friendly marketable product. My group’s project was selected as one of the top 11 projects of my cohort and published on a website for download.
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Data Structures and Algorithms I Project
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The Data Structures and Algorithms I Project focuses on implementing an inventory control monitoring system for a theoretical large multi-national supermarket chain called the CEG Hypermarket, which sells millions of different products. It was implemented by a team of 3 within 3 months. My team had developed a user-friendly interface with special functionalities including searching for products and sorting for an easier overview of inventory statistics.
Honors & Awards
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Going the Extra Mile Award (Value Creator Category)
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Won the Going the Extra Mile (GEM) Award for being a value-creator for the company and being a key resource in enabling the success of multiple projects.
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Digital Delivery Challenge Winner
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My team created a smart mobile app to improve the pre-sales process for Accenture staff. The app digitised business capability assessments, automatically highlighted trends and provided meaningful business recommendations. It was built using AngularJS, Ionic, Firebase and AmCharts.
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Engineering Colors Award
National University of Singapore
This award is issued to students for excellence in co-curricular activities and contributions to the faculty.
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Semi-finalist in Ernst & Young Singapore Business Case Competition 2012
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My team was one of the top 25 teams out of 192 teams that participated in the competition. The purpose of the competition was to analyse a business case and provide a solution for the problem described in the case.
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Distinguished Leadership Award
National University of Singapore
This award recognizes my contributions to the NUS Students’ Engineering Club as a member of the executive committee.
Languages
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English
Full professional proficiency
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Tamil
Full professional proficiency
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Kenny Tay
AI adoption among Singapore's SMBs is accelerating, and the conversation is shifting from whether to use AI to how to make it work across everyday operations. That's the conversation SAIA is proud to help shape in partnership with Google Cloud at Google SMBiosis 2026 on 9 September at Google Singapore Office. Alongside Google Cloud and Cloud Ace, we're collaborating to explore what it takes for growing businesses to turn AI experimentation into measurable outcomes.
1 Comment -
Harsha Srivatsa
Reaching out to my LinkedIn verse people for clarifying my doubts and possible clarity to a niggling question.. Perhaps Hamel Husain / Shreya Shankar / Aman Khan / Paweł Huryn whom I follow for all things Evals can help shed light. For a multi-AI agent application using LLM's, how do you prepare the golden data set for Evaluations? Do you have a golden data set for each AI agent in the application or do you treat the AI agent as a block with input and output and have one golden data set for the entire multi-AI agent application. Is Perplexity right? "The right move is usually both: maintain an end-to-end golden dataset for the whole multi-agent application, and add targeted per-agent (or per-decision) golden datasets where you need debugging power and regression safety. This matches the “layered” approach used in agentic evaluation: end-to-end tests validate user-visible behavior, while component/step-level tests isolate where failures occur." #AIEvaluation #AgenticAI #AIEngineering #LLMEvaluation #AIAgents #MultiAgentSystems #GoldenDataset
11 Comments -
Jesper Moselund Christensen
The Singapore story has always been one of innovation 🇸🇬 #GoogleCloud customers like Fairprise Group, DBS Bank, SPH Media, Carousell, and the Ministry of Education are writing the nation’s next chapter by integrating #AI into the heart of their missions. These breakthroughs serve as a blueprint for scaling local ambitions onto the global stage. By transforming foundational ideas into ready-to-deploy solutions, we can bring innovation from Singapore to the world! #GoogleForSingapore
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Amit Sharma
Singapore’s #Budget2026 has put AI firmly at the center of the nation’s growth strategy, which is an exciting era to be part of. While new national AI initiatives and innovation parks signal strong momentum, scaling AI requires closing the “AI context gap” - this ensures that AI models have access to real-time, trusted data to deliver meaningful outcomes. At Confluent, we’re proud to support organisations in modernising legacy systems, breaking down silos, and strengthening governance so AI investments translate into measurable business value. Highly recommend you to check out Love Srivastava’s perspective on what it takes to turn ambition into impact. 👇 https://lnkd.in/geYENAN8
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