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mvishiu11/README.md
Jakub Muszyński | Hard things, done right.

I'm an engineer and founder in Warsaw. I like problems where almost right is the same as wrong: detector software at CERN, LLM inference at TSMC, risk systems at Point72, and two companies of my own. On the research side, I work on explaining what neural networks actually listen to.

Website | LinkedIn | ORCID | ACL Anthology

Now

  • Co-founder, CTO at EnergyScope: edge telemetry hardware, load and PV forecasting, and battery dispatch for Polish factories.
  • Software Engineer, Risk Technology at Point72.
  • M.Sc., individual studies at Warsaw University of Technology: digital twins of real industrial sites, with explanations built into every decision.

Previously: production C++ for the ALICE experiment at CERN (2025–26), LLM inference at TSMC (2024), co-founder and CTO of MedWave (2024–25).

Research

Paper Code
ACL 2026 mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal LLMs MLLM-Shap | pip install mllm-shap
BDA 2025 EnergyTwin: A Multi-Agent System for Simulating and Coordinating Energy Microgrids energy-twin
MIDI 2025 An AI-Based Support Assistant for the ALICE-FIT Detector Setup at CERN
arXiv 2026 SGPA: Spectrogram-Guided Phonetic Alignment for Feasible Shapley Values

Built from first principles

Project What it is
Languages rustylox Tree-walking interpreter for Lox in Rust, compiled to WebAssembly. Playground
CoreLox The same language again as a bytecode VM in C, with switch, break and continue. Playground
grep grep with a hand-written regex engine, in C++.
GPU hamming-one Finds pairs of binary strings at Hamming distance one, massively parallel in CUDA.
electrostatic-simulation Real-time 2D electrostatic field simulation in CUDA, 30+ FPS.
kmeans-clustering K-means on GPU and CPU, with templated kernels for compile-time loop unrolling.
CUDA-NPP-EdgeDetection Edge detection with a custom Sobel kernel against NVIDIA NPP.
ML torchlet Autograd library in the spirit of micrograd, with Cython extensions.
KANwise Kolmogorov–Arnold Networks in PyTorch with a Keras-like API.

By the numbers

GitHub statistics: stars, commits, rank, top languages and contributions over the last 12 months

Regenerated daily from public GitHub data by a workflow in this repo. Rank uses the github-readme-stats formula.

Toolbox

Python C++ Rust C TypeScript PyTorch CUDA vLLM Kubernetes Docker React Next.js

Working on something hard? Write to jakub.m.muszynski@gmail.com.

Pinned Loading

  1. torchlet torchlet Public

    Torchlet is a lightweight framework inspired by micrograd, designed to be both educational and practical.

    Python 1

  2. KANwise KANwise Public

    KANs implemented in PyTorch with a Keras-like interface, based on the "KAN: Kolmogorov–Arnold Networks" paper.

    Python 1

  3. rustylox rustylox Public

    RustyLox - where beauty of Lox meets rugged charm of Rust. This is not just an interpreter, this is THE interpreter!

    Rust

  4. CoreLox CoreLox Public

    While RustyLox brought Lox to life in Rust, CoreLox strips it down to its essentials—minimalist, efficient, and purpose-driven. This is Lox interpretation, closer to the metal.

    C

  5. Speech2Text Speech2Text Public

    A simple Speech2Text API implemented using FastAPI. Allows for sending files for transcription using REST requests and/or Websocket.

    Python 1

  6. grep grep Public

    This project is a custom implementation of the classic `grep` utility, focusing on regular expression pattern matching. It supports various regex features, and the goal is to mirror many of the fun…

    C++