Hey, I'm Sameer. I'm currently working around AI, diving deep into LLMs and inference, and learning how to make models more efficient. I share what I'm learning on X.
Selected work
All projectsPapermind · A research companion that reads your documents and the web, then answers questions and reads the answers back to you.
codeOwl · Connect a GitHub repository and ask questions about the codebase in plain language, with answers grounded in the actual source.
BetterMemory · A memory layer that stores what you tell it and pulls back the right pieces later, so context carries across conversations.
GPT from scratch · A small language model built from the ground up in PyTorch, with no pretrained weights or shortcuts, to really understand how a transformer works inside.
Voice coding agentin progress · A coding agent that lives in your terminal and takes voice commands, turning what you say into real edits and actions in your project.
Writing
All writingConnect
If you're hiring, building something interesting, or just want to talk about how these models work, reach out.