Amirkhan Aidarkhan

CS and Applied Math student at Swarthmore. Pursuing my natural rabbit holes and building things along the way.

speaksC++ · Python · TypeScript · Go
diggingML systems · LocalLLM · CUDA · distributed infra · SWE
emailaaidark1@swarthmore.edu
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.

    write-up ↗github ↗demo ↗
  • 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.

    write-up ↗demo ↗
  • BreadcrumbsDec 2025

    Social platform built around intentional sharing. Five items a day, 24-hour expiry, group-based feeds — designed against engagement maximization.

    write-up ↗demo ↗
all projects →