Satyam Namdev

Background

About Satyam Namdev

Heyy I am a Data Science enthusiast, currently working in Gen-AI field. I post insights on X (@Spyrosigma) How skilled I'm- Heavily worked with Flask, FastAPI and I know how to debug a hellish-messy code- I've built web-apps with NextJs, Supabase with proper management of states and Authentication- Deployment: before starting a project, I try to build it in a way that I can later deploy it, coz the goal is not to keep it local ( Koyeb, Render, Vercel, etc )- ML: Implement all the Classic ML by myself with mathematical inituation bejing them ( it was a year ago, I forgot some of them, is this a thing to worry about?)- GenAI : I've built and deployed RAG pipelines and Chatbots based on that ( got decent knowledge of vectorDb, Vectorization, cosine similarities, websockets, langChain via these ). Fine-tuned some llama models, understood Quantization, LoRA. Also worked with LangGraph to create multistate Agentic Workflow- Reinforcement learning: I'm currently on it, covered some basics like QA learning technique. Trying to build a Snake Game Agent, which gets better and better with every play, with PyTorch and pygame.