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Achievement: YOLOAchievement: Pull Shark

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joshleh/README.md

Hello, I'm Joshua Lee 🫡

  • 🖥️ I've been coding in Python primarily for over 7 years (specializing in Machine Learning & Backend Engineering)
  • ⚙️ Software Engineer @ Skyworks Solutions
  • 📚 Currently taking Machine Learning for Data Science (DSCI 552) @ USC (online) for M.S. Applied Data Science
  • 🧑‍💻 Learning C/C++, Go, and Rust at the moment
  • 📑 You can find my personal website here
  • 👋🏼 Open to machine learning/AI full-time roles that are either remote or in-person/hybrid in/near the Irvine, California area (feel free to contact me here)

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  1. secom-fault-detection secom-fault-detection Public

    ML system for semiconductor yield-fault detection (UCI SECOM). Random Forest + SHAP explainability, 5-page Streamlit dashboard, FastAPI service with drift monitoring (PSI/KS), Dockerized + CI. Benc…

    Jupyter Notebook

  2. brianthuynh10/dsc180-capstone brianthuynh10/dsc180-capstone Public

    Capstone Quarter 1 Task

    Jupyter Notebook 1

  3. aerotrack aerotrack Public

    End-to-end aerial perception pipeline for drone footage with YOLOv8, ByteTrack, FastAPI, MLflow, and Docker for detection, tracking, training, and deployment.

    Python

  4. fusiontrack fusiontrack Public

    Multi-sensor UAV tracking via Extended Kalman Filter fusion of simulated radar and camera detections. Built to mirror perception and sensor fusion workflows in autonomous defense systems.

    Python 1

  5. WeatherWear WeatherWear Public

    AI-powered outfit recommendation agent that uses a Random Forest classifier on real-time weather data to suggest what to wear — built for CSE 150A Final Project at UC San Diego

    Jupyter Notebook

  6. nano-kws nano-kws Public

    Edge-deployable keyword spotter: INT8-quantized DS-CNN on Google Speech Commands, exported to ONNX, with fp32 vs INT8 benchmarks, a live mic demo, and a C++ inference harness.

    Python 1