Using data to answer questions and support decisions || Data Science Manager @ Ingram Micro || Lead @ Azure Developer Community

Chennai
Joined June 2018
Navaneethan Gopal retweeted
๐Ÿš€ What an Incredible Journey! Thank You for Making #TechXConf2026 Unforgettable! ๐Ÿ’™ Some events bring people together. Some create lasting connections. And some remind us of the incredible things we can achieve as a community. ๐“๐ž๐œ๐ก๐—๐‚๐จ๐ง๐Ÿ ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ” โ€“ ๐“๐ก๐ž ๐€๐ˆ, ๐‚๐ฅ๐จ๐ฎ๐ & ๐ƒ๐š๐ญ๐š ๐‚๐จ๐ง๐Ÿ๐ž๐ซ๐ž๐ง๐œ๐ž was one such experience! On October 24, IIT Madras Research Park (IITMRP), Chennai, became a meeting place for passionate minds, fresh ideas, inspiring conversations, and a shared vision for the future of technology. With 1,400+ attendees, 30+ speakers, and 25+ sessions, this yearโ€™s conference was more than a day of technology. It was a celebration of the people who learn, build, share, and inspire every day. ๐ŸŽ™๏ธ ๐“๐จ ๐Ž๐ฎ๐ซ ๐ˆ๐ง๐œ๐ซ๐ž๐๐ข๐›๐ฅ๐ž ๐’๐ฉ๐ž๐š๐ค๐ž๐ซ๐ฌ: Thank you for sharing your knowledge, experiences, and perspectives. Your sessions sparked ideas, encouraged new ways of thinking, and inspired our community to keep learning and building. ๐Ÿค ๐“๐จ ๐Ž๐ฎ๐ซ ๐’๐ฉ๐จ๐ง๐ฌ๐จ๐ซ๐ฌ & ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ ๐๐š๐ซ๐ญ๐ง๐ž๐ซ๐ฌ: Thank you for believing in our vision and supporting TechXConf 2026. Your trust, partnership, and continued support help us bring the technology community together, inspire innovation, and create meaningful connections. Weโ€™re grateful to have you as part of this journey! ๐Ÿ’™ ๐Ÿ‘ ๐“๐จ ๐Ž๐ฎ๐ซ ๐“๐ž๐š๐ฆ: Every successful event has a team working behind the scenes. Thank you for your dedication, countless hours, and commitment to making TechXConf 2026 happen. This achievement belongs to you as much as anyone. ๐Ÿ’ผ ๐“๐จ ๐Ž๐ฎ๐ซ ๐•๐ž๐ง๐๐จ๐ซ๐ฌ & ๐’๐ž๐ซ๐ฏ๐ข๐œ๐ž ๐๐š๐ซ๐ญ๐ง๐ž๐ซ๐ฌ: Thank you for your support, patience, and hard work throughout the event. Your contributions helped bring our vision to life. ๐Ÿ™Œ ๐“๐จ ๐Ž๐ฎ๐ซ ๐€๐ฆ๐š๐ณ๐ข๐ง๐  ๐€๐ญ๐ญ๐ž๐ง๐๐ž๐ž๐ฌ: You are what makes TechXConf special! Thank you for your enthusiasm, curiosity, participation, and the incredible energy you brought to the conference. The conversations, connections, and ideas you take home are what make this community stronger. A special thanks to @jaggenius for wrapping up the day with laughter, fun, and unforgettable moments! ๐Ÿ˜‚โค๏ธ You made hashtag#TechXConf2026 even more memorable! ๐Ÿ’™ ๐Ÿ’™ ๐€ ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ ๐“๐ก๐š๐ญ ๐Š๐ž๐ž๐ฉ๐ฌ ๐†๐ซ๐จ๐ฐ๐ข๐ง๐  At TechXConf, we believe technology becomes more powerful when knowledge is shared, ideas are exchanged, and people grow together. Every year, this community reminds us that we are not just organizing a conference. We are creating a space where people connect, opportunities begin, and the next big ideas take shape. ๐Ÿ™ From all of us at TechXConf Foundation, thank you for being part of this journey and for making TechXConf 2026 a memorable chapter in our story. The event may be over, but the connections continue. The ideas keep growing. And our journey is far from finished. ๐ƒ๐ซ๐ž๐š๐ฆ. ๐๐ฎ๐ข๐ฅ๐. ๐ˆ๐ง๐ฌ๐ฉ๐ข๐ซ๐ž. ๐‘๐ž๐ฉ๐ž๐š๐ญ. ๐Ÿš€ See you at the next chapter of #TechXConf2027 #TechXConf2026 #TechXConf #AI #Cloud #Data #ChennaiTechEvents #Innovation #Technology @TechXConfOrg
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Navaneethan Gopal retweeted
๐Ÿ›๏ธ WHEN AI MOVES FROM RECOMMENDING TO TAKING ACTION What if AI could do more than suggest what to buy โ€” what if it could help complete the transaction too? ๐Ÿค– At TechXConf 2026 | Track 2, Navaneethan Gopal and Sharma G explore this evolving landscape in their talk, โ€œUCP Agentic Commerce: From AI Recommendations to AI-Driven Transactions.โ€ ๐Ÿ’ก Discover how agentic commerce is shaping the next phase of digital experiences, where AI-powered agents can move from understanding customer needs to facilitating transactions. ๐Ÿš€ The future of commerce is becoming more intelligent, connected, and action-oriented. ๐Ÿ‘ Thank you, Navaneethan and Sharma, for sharing your insights with the TechXConf community! #TechXConf2026 #TechXConf
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Navaneethan Gopal retweeted
๐Ÿ›’ UCP Agentic Commerce: From AI Recommendations to AI-Driven Transactions Join @NavaneethhGopal from @IngramMicroInc as he explores how UCP, MCP, A2A, and AP2 are shaping the future of B2B commerce. Learn how these emerging protocols can work with existing APIs and AI agents to simplify integration and deliver standardized, interoperable, and governed agentic commerce experiences. ๐Ÿ”— Register Now: link.techxconf.com/txsm26 #TechXConf #TechXConf2026 #AgenticCommerce #AI #B2BCommerce #UCP #MCP #A2A #AP2
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Navaneethan Gopal retweeted
๐Ÿš€ Speaker Announcement: TechXConf 2026! Weโ€™re pleased to announce @NavaneethhGopal from Ingram Micro as a speaker at TechXConf 2026! ๐ŸŽค Weโ€™re excited to have him join us and share his insights and experience with the TechXConf community. Get ready for an exciting session! ๐Ÿ‘‰ Reserve your seat today: link.techxconf.com/txsm26 #TechXConf2026 #IngramMicro #TechLeaders #Innovation #TechXConf #ChennaiEvents #TechX
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Navaneethan Gopal retweeted
Not all food is real food. Many everyday staples are engineered with chemicals and fillers. Here are 5 of the worst ultra-processed factory foods, and why theyโ€™re damaging your health: 1/ Mayonnaise
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เฎ‡เฎฉเฏเฎฑเฏˆเฎฏ AI เฎตเฎ•เฏเฎชเฏเฎชเฏ. เฎคเฎฒเฏˆเฎชเฏเฎชเฏ: เฎฎเฏŠเฎดเฎฟเฎฏเฏเฎฎเฏ เฎ‡เฎฏเฎจเฏเฎคเฎฟเฎฐเฎ™เฏเฎ•เฎณเฏเฎฎเฏ Language and machines เฎšเฏ‚เฎฎเฏ: utoronto.zoom.us/j/865173160โ€ฆ 3 เฎ†เฎตเฎคเฏ เฎ…เฎฎเฎฐเฏเฎตเฏ: เฎเฎชเฏเฎฐเฎฒเฏ 4 2026 เฎจเฏ‡เฎฐเฎฎเฏ: 6:30 เฎฎเฎพเฎฒเฏˆ โ€“ 8:00 IST เฎ…เฎฉเฏเฎฎเฎคเฎฟ เฎ‡เฎฒเฎตเฎšเฎฎเฏ. เฎ‰เฎฐเฏˆเฎฏเฎพเฎŸเฎฒเฏ เฎ•เฎณเฎฎเฏ - discord.com/invite/UZMvsSYW Colab Notesbooks เฎ‡เฎ™เฏเฎ•เฏ‡. tamilarasan.io/talks-torontoโ€ฆ
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Navaneethan Gopal retweeted
๐Ÿš€ Together, We Made #TechXConf2025 Truly Extraordinary! ๐Ÿ™ As we look back on the phenomenal journey of #TechXConf2025 โ€“ The AI & Cloud Conference, held on November 01 at the Chennai Trade Centre, our hearts are filled with immense pride and gratitude. With 3000+ passionate attendees - from ambitious newcomers to seasoned experts - the event celebrated the vibrant energy and limitless potential of our thriving tech community. ๐ŸŽ™๏ธ To our esteemed speakers: Your powerful sessions and thought-provoking discussions left a deep impression on everyone present. Thank you for sharing your wisdom so generously. ๐Ÿ‘ To our dedicated crew and support team: Your hard work, precision, and passion behind the scenes made every detail shine. We couldnโ€™t have done it without you. ๐Ÿค To our valued sponsors: A heartfelt thank you to Peninsular Research Operation, DBS Bank, and Casagrand Premier Builder Limited for your steadfast support and belief in our vision. ๐Ÿข To our exhibitors and partners: From OGS, Kauvery Hospital, BUDANTA NETWORKS PRIVATE LIMITED, Renvoice.ai, Zlicx.ai, itTrident Software Services, and Developers Road Ahead: Architects Journey - your presence elevated the conference and fostered meaningful collaboration. ๐Ÿ’ผ To our trusted vendors: A big thank you to OX10 MEDIA PRIVATE LIMITED, Chennai Trade Centre - India, Grand Event Photography, and DG Catering Services for your professionalism and flawless execution. ๐Ÿ™Œ To our amazing attendees: Your enthusiasm, curiosity, and participation were the true heartbeat of #TechXConf2025. You made this event unforgettable. โœจ This yearโ€™s conference once again proved the power of community, innovation, and collaboration. Together, weโ€™re not just shaping the future- weโ€™re building it. See you next year at #TechXConf2026! #TechXConf2025 #TechXConf #AI #Cloud #ChennaiTechEvents #Innovation #Community #Technology #Networking #Collaboration #Leadership #Community #Gratitude #Inspiration #TechnologyLeadership
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Navaneethan Gopal retweeted
๐ŸŽค AI Agent Lifecycle โ€“ Evaluation to Execution Join @NavaneethhGopal from @IngramMicroIND for a deep dive into AgentOps, covering the complete lifecycle of AI agents from evaluation to real-world execution. This session will explore core principles, effective evaluation strategies, and best practices to successfully deploy and manage autonomous AI agents at scale. ๐ŸŒŸ Register Now: techxconf.com #AI #AgentOps #AutonomousAgents #TechXConf2025 #TechXConf
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Navaneethan Gopal retweeted
๐Ÿš€ Speaker Announcement: TechXConf 2025! Weโ€™re thrilled to welcome Navaneethan Gopal from Ingram Micro to the stage at TechXConf 2025! ๐ŸŽค Join us to hear insights from one of the industryโ€™s leading voices in AI and Cloud Computing. Donโ€™t miss this chance to hear from one of the best in the field! ๐Ÿ‘‰ Secure your spot now: techxconf.com/ #TechXConf2025 #AI #CloudComputing #Innovation #TechLeaders #TechXConf #ChennaiEvents #TechX
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It is unacceptable to hold events of this nature without the fundamental infrastructure, organizational skills required,the effect on participants is deeply disappointing @cbseindia29 @EduMinOfIndia @toisports @GymnasticsIndia @IndiaSports @mansukhmandviya @OfficeOf_MM @PMOIndia
This is the sad state of Nationals competition...forget about participating in international we will not even get a chance to watch international games with this kind of ineligible schools gets awarded for conducting Nationals competitions....
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Navaneethan Gopal retweeted
Someone asked, how do I invest in mutual funds for my child? Today @PosteAnil gives you the answer. Open a free account on MF Utilities & simply follow the process below. Update the child's KYC when he/she turns 18 & let them take over. livemint.com/money/personal-โ€ฆ
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Join us for @Microsoft @Azure & @elastic Skillup Tamilnaduโ€“Session 6 on July 12th in Chennai, where passionate developers, cloud enthusiasts, and tech leaders come together to learn, share,and grow. RSVP Link: lnkd.in/gd8HBZZd @NavaneethhGopal #MVP #MVPBuzz @ErohsikK
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Navaneethan Gopal retweeted
Such an interesting question: "What jobs will be relevant in 10 years?" Personally, I think the days of 4-year college courses are over, lifelong learning is the new norm, for everyone...
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Navaneethan Gopal retweeted
This might be the ONLY ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ๐˜€ resource you need. Hereโ€™s what's inside: โ€ข Single vs. multi-agent systems โ€ข Key patterns in multi-agent architectures โ€ข 6 practical examples that you can start implementing immediately Download your FREE copy of the complete guide: weaviate.io/ebooks/agentic-aโ€ฆ
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Here is how you break down ๐—”๐—œ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐— ๐—ฒ๐—บ๐—ผ๐—ฟ๐˜† ๐Ÿ‘‡ In general, the memory for an agent is something that we provide via context in the prompt passed to LLM that helps the agent to better plan and react given past interactions or data not immediately available. It is useful to group the memory into four types: ๐Ÿญ. Episodic - This type of memory contains past interactions and actions performed by the agent. After an action is taken, the application controlling the agent would store the action in some kind of persistent storage so that it can be retrieved later if needed. A good example would be using a vector Database to store semantic meaning of the interactions. ๐Ÿฎ. Semantic - Any external information that is available to the agent and any knowledge the agent should have about itself. You can think of this as a context similar to one used in RAG applications. It can be internal knowledge only available to the agent or a grounding context to isolate part of the internet scale data for more accurate answers. ๐Ÿฏ. Procedural - This is systemic information like the structure of the System Prompt, available tools, guardrails etc. It will usually be stored in Git, Prompt and Tool Registries. ๐Ÿฐ. Occasionally, the agent application would pull information from long-term memory and store it locally if it is needed for the task at hand. ๐Ÿฑ. All of the information pulled together from the long-term or stored in local memory is called short-term or working memory. Compiling all of it into a prompt will produce the prompt to be passed to the LLM and it will provide further actions to be taken by the system. We usually label 1. - 3. as Long-Term memory and 5. as Short-Term memory. A visual explanation of potential implementation details ๐Ÿ‘‡ And that is it! The rest is all about how you architect the topology of your Agentic Systems. What are your thoughts about memory in AI Agents? #LLM #AI #MachineLearning
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Navaneethan Gopal retweeted
Stanford just uploaded a 1-hour webinar on "Agentic AI" covering: > basics of LLMs and training > prompting best practices > reasoning and actions in agents > agentic design patterns > customer support example the internet is filled with great resources on ai agents.
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Navaneethan Gopal retweeted
Just shared a new article on "The State of Reinforcement Learning for LLM Reasoning"! If you are new to reinforcement learning, this article has a pretty generous intro section (PPO, GRPO, etc) I addition, I cover 15 recent articles focused on RL and Reasoning Models,
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Navaneethan Gopal retweeted
How to Remember and Retain Knowledge:
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