Really happy to share that I’ve been selected as one of the Top 35 finalists in the Decoding Data Science community. What makes this exciting for me isn’t just the selection — it’s knowing that the projects, experiments, and learning I’ve been putting in are actually moving somewhere. DDS has pushed me to go beyond just learning concepts and actually build, test, break, and improve AI applications. Now onto the next stage. 🚀 Grateful for the opportunity, and even more motivated to see what I can build from here. Top 35 → next goal: keep going. 🔥 #DecodingDataScience #DDS #AI #LearningByBuilding #AIEngineering

I’m excited to share that I’ve successfully completed Day 3 of the DDS AI Accelerator Bootcamp, marking the final milestone of my HR chatbot build: DDS_HR_MALPOTRA. Over the last three days, I designed and deployed an AI‑powered HR Policy Query Assistant using: - GPT6 Luna / GPT‑4o‑mini - LlamaIndex RAG pipeline - Pinecone vector database - Gradio interface - Hugging Face Spaces deployment What was achieved - End‑to‑end RAG pipeline setup - Pinecone integration for faster and more accurate retrieval - Complete Gradio UI for employee HR queries - Deployment on Hugging Face Spaces - Environment variable configuration and runtime stability - Tested HR queries with structured outputs Demo & Notebooks Hugging Face Space: https://huggingface.co/spaces/Adarshmalpotra/DDS_HR_MALPOTRA https://github.com/Adarshmalpotra/ADARSH-KUMAR-MALPOTRA/blob/main/bootcampsep26/day3-pineconellamaindex-sep27.ipynb My heartfelt thanks Mohammad Arshad Sir for the opportunity and the excellent learning experience.

What can you actually build with AI? Join Decoding Data Science for the AI Everything: Building AI Application Challenge — Online Demo Showcase, where builders turn AI ideas into working applications and showcase what they’ve created. 💡 See real AI applications 🛠️ Explore what builders are creating 🚀 Get inspired to build your own 🤝 Connect with the AI community 📅 Saturday, October 3 🕧 12:30 PM IST 💻 Online 🎟️ FREE Whether you're already building with AI or just looking for ideas to get started, come see what’s possible. 👉 Register here: https://nas.com/artificialintelligence/events/ai-everything-building-ai-application-challenge-online-demo-showcase-oct3 What would you build with AI if you had the chance? 👇

Join DDS for MC12: Intro to Chain of Thought and ReACT Prompting, part of the AI Residency. Learn how these approaches can help AI handle complex tasks, reason through problems, and take action more effectively. 📅 Saturday, October 3 🕒 3:00 PM IST 💻 Online 🎟️ $14.99 If you're already exploring AI and want to improve the way you work with AI systems, this session is worth checking out. 👉 Register here: https://nas.com/artificialintelligence/events/mc12-intro-to-chain-of-thoughts-and-react-prompting What’s one AI task you wish you could make more reliable? 👇

Just completed the DDS AI Accelerator Bootcamp Challenge and officially shipped my AI HR chatbot, Nexa. These few days were definitely not just “build and done.” 😭 I dealt with API issues, deployment problems, runtime errors, debugging, testing, and plenty of moments where I had no idea why something wasn't working. But that's exactly what made the experience valuable. I learned that building with AI is less about everything working perfectly and more about building, breaking, debugging, learning, and trying again. A huge thank you to Mohamed Arshad for guiding us throughout the challenge and continuously helping whenever we got stuck. 🙌 Really grateful for the DDS community and everyone who made this experience possible. Challenge completed. Project shipped. 🚀 If you're thinking about joining the next one, just start building. You’ll learn along the way. #DDS #AIAccelerator #GenerativeAI #RAG #AIBuilders #BuildInPublic