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JovanYap/README.md

Hi there! 👋

Hey there! I am Jovan, a CS junior from the University of Michigan Ann Arbor, and my interests includes NLP/ML and SWE. I have trained and implemented a variety of Deep Learning models/LLMs for a wide range of applciations from medtech to chatbot technology. Currently, I am diving more into RLHF on open-source LLMs and App & Web development using Swift and React.

Experiences and Achievements

  • AI Software Engineer at GovTech (2024)
  • Computer Vision Engineer at University of Michigan Autonomous Robotics Club (2024)
  • NLP Engineer & Data Scientist at Land Transport Authority (2023)
  • Machine Learning Engineer at Medios (2022-2023)
  • SWE at UMich-SJTU (2022)
  • Intel ISEF'19 3rd Award

Technologies & Tools

JavaScript HTML/CSS/Bootstrap REST API ReactJS/VueJS Huggingface AWS/AzureML Pytorch SQL C/C++

Currently Working On...

  • Video Analytics
  • Peronal portfolio website
  • Open source projects
  • Apple app
  • Finetuning an opensource LLM with RLHF to create a chatbot:
  • Many other projects

Pinned Loading

  1. acestudios acestudios Public

    Breakout and RPG games developed using elm, Javascript and HTML/CSS

    HTML

  2. unet-tumor unet-tumor Public

    Brain Tumor Segmentation using 3D U-Net on MRI

    Jupyter Notebook

  3. TongZhengHong/NUSTimeTable TongZhengHong/NUSTimeTable Public

    TypeScript

  4. fullstack-distributed-systems fullstack-distributed-systems Public

    Fullstack Instagram-like platform, MapReduce distributed system and advanced search engine

  5. Breakout-DeepRL Breakout-DeepRL Public

    Deep RL agent trained to play the atari breakout game with tensorflow and computer vision

    Jupyter Notebook 1