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dwinzg/README.md

Darwin

Computational linguist and full-stack ML engineer

Email


I build speech and language systems end to end, from phoneme-level alignment through the service that deploys it. Linguistics before engineering, so the models get judged on whether they are fair to the speaker in front of them, not only on aggregate accuracy.

Most of my work is private or lives with the people I built it for. If something here is relevant to you, reach out and I am happy to walk you through it.

Python PyTorch Hugging Face spaCy FastAPI Docker AWS PostgreSQL Swift React

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  1. transformer-visualized transformer-visualized Public

    An interactive, visual guide to how transformer language models work, from a simple story to the exact math. Two small models, GPT-2 and Llama style, run right in your browser.

    TypeScript

  2. priyanshumahey/SproutPal priyanshumahey/SproutPal Public

    TypeScript

  3. l2-learner-classification l2-learner-classification Public

    Jupyter Notebook 1

  4. cl-hackathon cl-hackathon Public

    Hackathon for reconstructing the proto-language given 7 sister languages with various rules.

    Python

  5. heart-disease-classificaiton heart-disease-classificaiton Public

    National Canadian Medical Datathon 2026

    HTML

  6. NyxHuang96/Fast-Repository-for-Analyzing-Unreliable-Discourse NyxHuang96/Fast-Repository-for-Analyzing-Unreliable-Discourse Public

    Multilingual Social Engineering and Fraud Tagging Corpus

    Python 1