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justinliu23/README.md

AI Projects AI Projects   LinkedIn LinkedIn

Hey!

My name is Justin Liu. Thanks for stopping by to check out my projects 😄

AI Engineer and Researcher

Specializing in data science and AI research over the last five years, I’ve come to appreciate the surprisingly synergistic relationship between academic and production environments. My research knowledge has enabled me to have a deep understanding of machine learning methods and build end-to-end solutions in computer vision, NLP, and agent-based applications.

About me

  • 📚 Harvard junior pursuing a concurrent BA/MS in Computer Science with a minor in Statistics
  • 🌱 Builder + investor backgrounds in B2B SaaS/AI Infra
  • 👨‍💻 Currently contributing to Ray on distributed model serving systems
  • 🎨 I like to draw :)

Connect

Always looking to collab so feel free to shoot me a message!

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  1. GPT-From-Scratch GPT-From-Scratch Public

    Recreate the fundamental components of GPT models using PyTorch, implementing transformers and self-attention mechanisms

    Jupyter Notebook 2

  2. real-time-object-detection real-time-object-detection Public

    Prototype of Real-Time Object Detection System for Self-Driving Cars

    Jupyter Notebook

  3. baidu-stock-pitch-ml baidu-stock-pitch-ml Public

    Baidu (BIDU) price forecasting and economic research for 2024 Dartmouth Stock Pitch Competition

    Jupyter Notebook

  4. Proximity Proximity Public

    Forked from timobraz/proximity

    HackMIT 2023

    HTML

  5. communication-efficient-federated-learning communication-efficient-federated-learning Public

    Quantization framework for reducing communication overhead in federated learning by converting client models from 32-bit floating-point to low-bit formats

    Jupyter Notebook 1

  6. spotify-data-analytics spotify-data-analytics Public

    Exploring Music Trends: Machine Learning and Visualizations with Spotify Data

    Jupyter Notebook