Amirkhan Aidarkhan
CS and Applied Math student at Swarthmore. Pursuing my natural rabbit holes and building things along the way.
speaksC++ · Python · TypeScript · Go · Rust
diggingalignment · evals · ML systems · distributed compute · SWE · CUDA
githubaidxhxr ↗
linkedinamirkhan-aidarkhan ↗
projects
- SwatGPTApr 2026
Self-hosted LLM with RAG for Swarthmore. Qwen3-30B-A3B on an Nvidia Blackwell 96GB GPU, local embeddings and re-ranking, campus domain scraped. LibreChat fork for the UI.
- PINN ResearchFeb 2026
Six months of implementing physics-informed neural networks from scratch in PyTorch — reading Raissi, Lu, and Ji, running experiments on a 96GB GPU.
- BreadcrumbsDec 2025
Social platform built around intentional sharing. Five items a day, 24-hour expiry, group-based feeds — designed against engagement maximization.