Micrograd
Explore automatic differentiation and tiny neural networks using the micrograd framework to grasp how models learn. Learning and interpretations of Andrej Karpathy's micro-grad tutorial.
Blog
Thoughts on Data Engineering, Reliability, and AI.
Building Bookmate: Open Source AI Library Assistant
A deep dive into building a self-hosted RAG application to converse with your personal book library, covering hybrid search, agents, MCP, and evaluation strategies.
Welcome to my Engineering Blog
A space where I share insights on Data Platform Engineering, Streaming Pipelines, and Generative AI.
Comprehending Vector Search (LLM) - A2
Understanding the role of vector databases and semantic search in modern AI applications.
Comprehending RAGs (LLM) - A1
A foundational look at Retrieval-Augmented Generation systems.