Hi, I’m Koushik—an AI practitioner focused on Agentic AI systems, GenAI/LLM applications, and retrieval-augmented generation (RAG) for real-world use cases. I work across machine learning, deep learning, and NLP, and have built enterprise solutions using Python, C#, JavaScript, and Web APIs. I also hold an M.Tech in Computer Science, and I enjoy translating research ideas into pragmatic, shippable systems. ​ On Topmate, sessions are practical and hands-on—expect clear problem framing, architecture trade-offs, and implementation-level guidance (not just generic advice). If you’re building with LLMs/RAG or planning an AI roadmap, support can range from a quick strategy consult to deep technical reviews.