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adsdemaybe/README.md
advaith vecham

CS at the University of Washington ('29). I like working close to the hardware: kernels, GPUs, emulators, and robots.

advaithvecham.fly.dev · cv · LinkedIn · advaiv2@cs.washington.edu

now

  • ARC Prize 2026 / ARC-AGI-3 (leaderboard · kaggle: mellamoa). ARC-AGI-3 tests agents on interactive games they've never seen, with no instructions. I'm currently 26th of 3,445 teams (as of Sep 28, 2026). I'm building an agent harness for it. I can't share the notebook or code while the competition is still running.
  • Linux kernel, Rust for Linux (fork · regulator.rs · rust-for-linux list). I'm adding safe Regulator methods for current limit, mode, and load on top of the C regulator_* API. The patches go through LKML review.

projects

  • SemiLLM (site). Runs LLMs that don't fit in VRAM by streaming quantized layers from CPU to GPU. Each layer's precision is picked on the fly. C++ / CUDA
  • weight-switching CoT. When a model switches language mid chain-of-thought, it hot-swaps in a LoRA expert for that language while keeping one shared KV cache. PyTorch
  • chip-8 / superchip emulator. A cycle-accurate emulator with a CLI debugger. It passes the Corax+ test ROM. Rust
  • Simbiote (event · post). Takes an iPhone LiDAR scan to an OpenUSD sim, trains a robot there with RL, then lets you teleoperate it. Runs fully offline. 1st place, Dell x NVIDIA Hackathon Seattle
  • STRUCT (event). Goes from a text prompt to a robot: CAD, PCB, teleop data, and RL, all driven by a 3-bit local model on one DGX Spark. 2nd, NVIDIA Dev Champions @ Spark Hack Seattle
  • Insuo (private). A plan-first browser agent with self-healing retries, packaged as a Tauri desktop app. I pitched it at YC Startup School.

awards

tools

Rust · C/C++ · CUDA · Python · TypeScript · SQL · Swift
PyTorch · TensorRT-LLM · LangGraph · MuJoCo · Isaac Sim · Kaolin · OpenUSD · Playwright · SDL2 · WebKit
Linux · Docker · AWS · DGX Spark · Git

Pinned Loading

  1. FloatyLLM FloatyLLM Public

    Batched layer based execution engine for AI models

    Cuda 1

  2. USACO_CSES_CF_PROBLEMS USACO_CSES_CF_PROBLEMS Public

    All USACO, CSES problems I have done.

    Python 1

  3. pr_resolver pr_resolver Public

    An intelligent and scalable PR analysis platform powered by RAG. Deployed as containerized Docker microservices on Kubernetes for scalability. Can be ran on cloud.

    Python

  4. BrainRotAI BrainRotAI Public

    BrainRotAI takes the most popular reddit stories from a subreddit, and automatically creates a story time animation using a locally hosted image generation model and google gemini.

    Python