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zihengjackchen/README.md

πŸ‘¨πŸ»β€πŸ’» Ziheng (Jack) Chen


πŸ’« About Me

Hello! I'm Jack. My passion lies in writing code that matters, which aligns with my research interests. Recently, I focused on advancing autonomous vehicle safety by reducing accident risks by 72.7% through active traffic risk assessment and analyzing faults in supercomputers.

πŸ“Š Contests

πŸ’» Technologies

Python C++ TypeScript Shell Script Go

React NodeJS MySQL Postgres MicrosoftSQLServer MongoDB PyTorch Pandas NumPy Google Cloud Terraform GitHub Actions Octopus Deploy Docker Kubernetes

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  1. iPrism iPrism Public

    Risk assessment and mitigation framework for autonomous driving. Introduces the Safety-Threat Indicator (STI) and a reinforcement learning-based mitigation controller. Featured at DSN 2024.

    Python

  2. Deepest-Learning Deepest-Learning Public

    Some deep learning projects for computer vision. Concepts include Linear Classifiers, Multi-Layer Neural Networks, Self-Supervised and Transfer Learning, Object Detection, GANs, Deep Reinforcement …

    Jupyter Notebook 3

  3. Vocabuddy Vocabuddy Public

    Full-stack web application using React.js, Express, and MySQL that helps user learn GRE/TOEFL words.

    Jupyter Notebook

  4. LLM-Network-Configuration LLM-Network-Configuration Public

    Characterizing GPT-4 Turbo’s capability to identify and correct network configuration errors covering common encountered fault categories.

    Roff 2 1

  5. youtube-summarizer youtube-summarizer Public

    This bot checks a list of YouTube channels for new uploads, retrieves transcripts (with Whisper fallback), summarizes them using GPT-4o, and posts them to a Discord channel.

    Python

  6. Coffee4Life-OS Coffee4Life-OS Public

    A functioning 32-bit Linux kernel in C and x86 that supports paging, RTC, keyboard, terminal, file system, system calls, context switching, and scheduling.

    C