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Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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ZichengLiang/README.md

Hi! I'm Zicheng Liang.

I am a 3rd year Computer Science student at Trinity College Dublin.

Currently, I am getting started in model compression and complexity science, feel free to reach out to me if you are interested in these topics too :D

💡 Projects
  • Wick (Ongoing) : Exploring model compression through Rust
    • Linear quantization (INT8 symmetric & asymmetric), safetensor format model loading, and Perplexity loss metrics.
    • More algorithms coming soon.
  • BeatBot
    • Agentic music generation web app built with React, Flask, and LangGraph.
    • Features AI-driven multi-step agent orchestration with natural melody and interactive music editor.
    • Deployed with Docker, Railway (backend), and Vercel (frontend).
    • Live demo: beat-bot-deployment.vercel.app
    • Developed in a 12-week agile team project under IBM mentorship for university Software Engineering coursework.

📧 Contacts

Pinned Loading

  1. CS224W CS224W Public

    My lab and project implementations for Stanford open course Machine Learning on Graphs

    Jupyter Notebook 1

  2. BeatBot_Deployment BeatBot_Deployment Public

    The production version of agentic music generation project Beatbot, mentored by IBM engineers

    JavaScript 1

  3. k-pavlo/hotpotters_inference_hackathon k-pavlo/hotpotters_inference_hackathon Public

    A repository of Hot Potters Team for Huawei Tech Arena 2025 Hackathon (3rd place 🥉). Here we improve inference pipeline

    Python