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Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2

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ryouze/README.md

About me

I currently work at EPR Labs, where I develop software and data pipelines for training, evaluating, and deploying predictive and generative ML models in Python.

Previously, as part of the PRODIS project, I developed the first phoneme-level GPT model for Polish, along with CI pipelines for survey processing, GUI QA tools, a batch ASR wrapper, and a web interface for data collection.

Tech stack

ML & Data

PyTorch Scikit-learn NumPy Pandas Pydantic

UI & App Frameworks

Streamlit Textual

Testing & Deployment

Pytest GitHub Actions Docker

Projects

Highlights include:

Name Stack Type Description
Phoneme-level GPT pipeline Python, PyTorch, NumPy, Pandas CLI Pipeline for training a phoneme-level GPT model to predict surprisal in Polish. Custom IPA tokenizer, parallelized formant extraction, and automatic alignment + stress annotation.
vroom C++20, SFML3, ImGui Game 2D racing game with arcade drift physics, procedurally generated tracks, and waypoint-based AI.
Bulk automatic speech recognition Python, Whisper, FFmpeg CLI Pipeline for bulk automatic speech recognition (ASR) using OpenAI Whisper. Also performs stereo-to-mono conversion using FFmpeg.
aegyo C++20, SFML3 Desktop GUI app for learning Korean Hangul.

Full list: ryouze.net/projects

The unlinked projects belong to the PRODIS project and remain private.

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  1. vroom vroom Public archive

    A cross-platform 2D racing game with arcade drift physics, procedurally generated tracks, and waypoint-based AI.

    C++ 3 2

  2. home-server home-server Public

    A documentation repository for my home server, covering Linux and Docker setup.

    Shell

  3. yt yt Public

    A YouTube subscription manager built with Streamlit, SQLite, and Docker.

    Python

  4. aegyo aegyo Public archive

    A cross-platform GUI app for learning Korean Hangul.

    C++ 1

  5. header-warden header-warden Public archive

    A cross-platform, multithreaded CLI tool that identifies and reports missing standard library headers in C++ code.

    C++ 1

  6. ungpt ungpt Public archive

    A cross-platform GUI app that converts ChatGPT's smart punctuation and symbols to plain ASCII.

    C++