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mprahboamey/README.md

Hi there 👋, I'm Mprah-Boamey

Independent builder · optical neural network simulation · memory-mapped weight runtimes · Ghana

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💫 About Me

  • 🔭 Now: Optical neural network simulation in PyTorch; crossing from simulator into hardware. Pinned repos are the main work.
  • 👯 Open to: Optical computing research, inference-efficiency collaborations, photonics or unconventional-hardware groups
  • 🌱 Learning: Holographic storage materials, photonic device physics, hypergraph models of discrete physics
  • 💬 Ask me about: PyTorch wave optics, the Angular Spectrum Method, memory-mapped tile runtimes, GGUF internals
  • ⚡ Fun fact: Learned linear algebra by trying to implement self-attention as wave interference
  • 🌐 Portfolio: mprah-boamey.vercel.app

🌐 Socials

LinkedIn X GitHub

💻 Tech stack

Python TypeScript JavaScript C Bash HTML5 CSS3 Markdown YAML LaTeX Node.js Express FastAPI React Next.js TailwindCSS PyTorch TensorFlow Keras NumPy SciPy Pandas Scikit-learn Matplotlib Plotly MLflow Jupyter CUDA Ollama GGUF PyBullet Webots Linux Git GitHub GitLab Docker NPM Vercel AWS SQLite PostgreSQL MySQL Redis Prisma Supabase JSON VS Code Cursor

📊 GitHub stats

GitHub stats GitHub streak Top languages

Self-taught · 19 · Ghana

Pinned Loading

  1. PHOTEX-clean PHOTEX-clean Public

    PyTorch simulator for optical neural networks. Trainable diffractive layers, Angular Spectrum Method wave propagation, wave-interference self-attention. Benchmark tooling vs published NVIDIA H100 f…

    2

  2. holoweights holoweights Public

    Memory-mapped 128×128 uint8 tile layout for neural network weights with sparse routing. Software-only; measured RSS savings against dense FP16 baselines on GGUF artifacts.

    Python 2