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Hi! I'm Kit.

  • šŸ”­ Iā€™m currently working on various machine learning and data science projects, as well as conducting research on physics-informed machine learning.
  • šŸ‘Æ Iā€™m open to new project and internship opportunities in the fields of machine learning and data science.
  • šŸ“„ Resume: here
  • šŸŒ Website: here
  • šŸ¤µšŸ» LinkedIn: here
  • šŸ“« Email: [email protected]

Kit Ao's Projects

amkcode icon amkcode

Config files for my GitHub profile.

awarenessplus icon awarenessplus

NLP-based news recommendation system that recommends news articles of different perspectives to the user, built as a Google Chrome extension with ML models hosted on AWS EC2.

extractivedistillationsimulator icon extractivedistillationsimulator

Python-based codebase simulating extractive distillation column dynamics using numerical analysis of governing thermodynamic models and separation equations.

fakefacedetection icon fakefacedetection

Pipeline built for training models to recognize fake faces from real faces with a convolutional neural network based on Google's Inception V3.

pcbdefectdetection icon pcbdefectdetection

Image classification and object detection pipelines on a (tangsanli5201/DeepPCB) dataset that features printed circuit board images with different common manufacturing defects.

pyseing icon pyseing

Python wrapper for the C++ codebase SEING, a codebase for atom-centered molecular fingerprinting

pyseing_flare icon pyseing_flare

Incorporating the functionalities of FLARE (a codebase for on-the-fly machine learning of atom-centered fingerprints) and PySEING (a codebase to generate atom-centered fingerprints) for the machine learning prediction of atomic force fields

seing icon seing

Molecular fingerprints computation for machine learning applications

web-llm icon web-llm

High-performance In-browser LLM Inference Engine

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