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nnt-git13/README.md

Hi 👋, I'm Nathan

Computer Architecture · GPUs · Accelerators · Systems @ MIT

Optimizing kernels, building accelerators, and designing systems that push hardware to its limits.


🔧 Skills

Languages: C · C++ · Python · CUDA · JavaScript · TypeScript · Verilog · Assembly

GPU / ML: CUDA · Triton · PyTorch · TensorFlow

Hardware: Verilog / SystemVerilog · RISC-V · FPGA

Systems: Linux · Git · Compilers (MLIR/LLVM) · ROS2 · Docker


📌 Pinned Projects

GPU-optimized Transformer inference runtime featuring fused CUDA kernels, auto-tuning, and low-latency compute paths.

A RISC-V Vector CPU + Quant Finance Accelerator with custom ISA extensions, pipelined execution units, and simulation tooling.

AI-powered FPL optimization platform with ML predictions, squad optimization, and an intelligent copilot.


🎓 Education & Experience

MIT - Electrical Engineering w/ Computing and Mathematics

  • Research: Undergraduate Researcher @ MIT AeroAstro, MIT Siegel Family Quest for Intelligence
  • Teaching: Teaching Assistant - Classical Mechanics @ MIT Physics Department

Current Focus:

  • Reinforcement learning of swarm dynamics
  • GPU kernel optimization with CUDA and Triton
  • Compiler infrastructure (MLIR/LLVM)
  • Autonomous robotics and sensor fusion

Always building. Always profiling. Always optimizing.

Pinned Loading

  1. XGenius XGenius Public

    XGenius is an open source Fantasy Premier League (FPL) optimizer and mini-app.

    TypeScript

  2. ExploitEV-Pokerbots-2026 ExploitEV-Pokerbots-2026 Public

    An autonomous poker agent designed for MIT Pokerbots 2026, combining opponent modeling and expected-value–driven decision making to exploit suboptimal play under imperfect information.

    Python

  3. brain-score/brain-score.web brain-score/brain-score.web Public

    JavaScript 3 7

  4. flashflow flashflow Public

    “GPU-Optimized Transformer Runtime (CUDA, Triton, C++)”

    C++ 1

  5. riscv_quant.accel riscv_quant.accel Public

    RISC-V + SIMD Finance Accelerator (FPGA, Verilog, Python Tools)

    SystemVerilog 1

  6. personal_portfolio_v2 personal_portfolio_v2 Public

    JavaScript