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  • University of California, Los Angeles (UCLA)
  • Los Angeles, United States

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Achievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: QuickdrawAchievement: Pull Shark

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WWW0828/README.md

Hi, I'm Yu-Hsin Weng 👋

Machine Learning Engineer — Agentic AI · Multimodal LLMs · AWS · Multi-Agent Orchestration

Python C++ PyTorch TensorFlow CUDA AWS GCP Docker Linux Git

Connect

Focus Areas

  • Agentic AI — autonomous agents with planning, tool use, and reflection
  • Multimodal LLMs — systems that reason across text, image, and audio
  • Multi-Agent Orchestration — coordinating specialized agents on complex tasks
  • AWS — deploying and scaling ML systems in production

Education

M.S. Computer Science, University of California, Los Angeles (2023–2025)

  • Research at UCLA VAST Lab: RL-Guided MCTS for Efficient HLS Design Space Exploration
  • Teaching Assistant — Break Through Tech AI: Fundamentals of Machine Learning, AI Studio (Industry Projects & Kaggle Competition)

B.S. Computer Science, National Tsing Hua University (2019–2023)

  • Research at NYCU CGI Lab: AlphaZero Chess Engine & Chess Player Strength Detection
  • Awards: Dr. Mei Yi-Chi Memorial Award · 2021 MeiChu Hackathon — 3rd Place · 2020 Academic Achievement Award

Beyond Code

  • Competitive chess player ♟️ — represented Taiwan at the 2022 Chess Olympiad
  • Badminton 🏸 · Cello 🎻 · Tennis 🎾

Pinned Loading

  1. cs259-final-project cs259-final-project Public

    HLS Design Space Exploration with RL+MCTS

    LLVM 2

  2. chocola-mint/VR-Rhythm-Game-Project-v2 chocola-mint/VR-Rhythm-Game-Project-v2 Public

    Breaking up with git-lfs.

    C# 1

  3. N-tuple-Network-Pattern-Recognition-2584 N-tuple-Network-Pattern-Recognition-2584 Public

    C++

  4. jerry20091103/Sorting-Battle-Python jerry20091103/Sorting-Battle-Python Public

    The Python repo for Sorting Battle the game.

    Python

  5. React-OMDB React-OMDB Public

    A movies & series searching website that was built with React and OMDB API. (2022 Coding Challenge from SparkAmplify)

    JavaScript

  6. Automatic-Lyrics-Alignment-Demo Automatic-Lyrics-Alignment-Demo Public

    11020CS573100 Music Information Retrieval Final Project

    CSS 2