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Harrisous/README.md

Hi there, I'm Haochen Li, Harry ๐Ÿ‘‹

About Me

  • ๐ŸŽ“ Currently a graduate student at Duke University, pursuing a Master of Engineering in Artificial Intelligence and Production Innovation (AIPI).

  • ๐Ÿ”ญ My interests include machine learning, deep learning, and quantitative investment. I am passionate about leveraging AI to solve real-world complicated problems and am always eager to learn and explore new technologies.

Education

  • Duke University [Aug 2024 - Present]
    Master of Engineering in Artificial Intelligence and Product Innovation link

  • The University of Hong Kong [Sep 2019 - Jul 2024]
    Bachelor of Science in Actuarial Science & Computer Science link

Skills

  • Programming Languages: Python (main), HTML, CSS, JavaScript, SQL, Java, C++
  • Machine Learning/ Deep Learning: Scikit-learn, numpy, pandas, PyTorch
  • Data Science: Pandas, NumPy, Matplotlib, Seaborn
  • Tools: VS Code, Git, Jupyter Notebooks, LangGraph

General Project Highlights

<Feb 2025> Al Anti Money Laundering for Digital Wallets, Innovate.DTCC: AI-Powered Hackathon Demo Link

  • Award: Academic Institution Team Award
  • Description: Sentinel AI is an AI-powered risk scoring system designed for blockchain wallets. It aggregates and analyzes over 1 billion transactions, focusing on stablecoins (USDT/USDC), which dominate the digital asset market with $2.90T in monthly transfer volume. The platform assigns real-time risk scores based on transaction history, smart contract associations, and monitored KYC transactions, effectively closing compliance gaps.
    image
  • Technology highlights:
    • Data sourcing: Google Big Query, SQL...
    • Machine Learning: XGBoost, CatBoost, LightGBM, regression models...

<Nov 2024> Flashback, Duke AI Hackathon Demo link

  • Award: First Rank in AI Tool Track; Top 5 in Overall
  • Description: The project created during Duke AI Hackathon 2024. The Flashback system is a personal digital brain that remember everything for human to increase memory storage. Feel free to explore project website on devpost project page.
  • Technology highlights:
    • Hardware: Raspberry Pi with camera and microphone for information collection (sensors).
    • Software: Full stack website application for processing, storage and hosting; gemini-1.5-pro large vision language model for handling queries requests. In the future, AI agents for executing different tasks and computer vision for face detection is planning to be added.

<Jan-Aug 2023> APSAP Automation Application, the University of Hong Kong

Course Project Highligts

Duke AIPI590-1 Large Language Model (LLM)

  • Duke Chatbot - Blue Devil Bot. A chatbot built using LangGraph for agentic search. Toolbox includes: API calls, Web Scrapping, and Tavily search API.

Duke AIPI590-10 AI in Physical World

  • Group Project - AIPet (Pido). AI pet robot that can follow the owner's commands with tracking function, providing comfort and companionship to the user.
  • Driving behavior detector. An individual project on raspberrypi 4B with traditional ML model to detect user's driving behavior.

Duke AIPI540 Deep Learning

Contact Me

Let's Connect!

Feel free to reach out to me for collaboration or just to say hi! ๐Ÿ˜Š

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  1. Harrisous.github.io Harrisous.github.io Public

    HTML

  2. 2024AIHackathon 2024AIHackathon Public

    CSS 1

  3. LordUky/APSAP-undergraduate-research LordUky/APSAP-undergraduate-research Public

    Software tool for APSAP undergraduate research

    Python 2 1

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