Writing & Thoughts
The Blog
Deep-dives into AI, ML systems, data engineering, and full-stack development — written from the trenches.
Deep-dives into AI, ML systems, data engineering, and full-stack development — written from the trenches.
Deep-dives into AI, ML systems, data engineering, and full-stack development
Latest Posts
Learn how Retrieval-Augmented Generation (RAG) works from basics to production, including embeddings, vector databases, and real-world architecture.
Explore how reinforcement learning agents with frozen language models can curate high-quality training datasets — the architecture behind modern RLHF pipelines.