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heilcheng/README.md

Hailey Cheng (@heilcheng)

This profile showcases selected projects at the intersection of LLMs, drug discovery, full-stack development, and open-source tooling/tutorials.

Selected Projects

  1. LLM & AI Benchmarking

MEQ-Bench

The first benchmark designed to evaluate an LLM's ability to generate audience-adaptive medical explanations for diverse stakeholders, including physicians, nurses, and patients.

Gemma Benchmark Suite

An evaluation suite for Google's Gemma models across academic LLM benchmarks, with quantization support and efficiency profiling.

  1. Scientific Computing & Drug Discovery

DeepChem Drug Formulation Tutorial

A tutorial using DeepChem for predicting key pharmaceutical properties and visualizing molecular behaviors for drug discovery.

  1. Full-Stack & Web Applications

Perspective+ Firefox Extension

A Firefox extension that verifies the accuracy of medical content in YouTube videos, providing an AI-driven summary and assessment.

Truth or Dare (Cantonese)

A Truth or Dare question generator web app built in Cantonese, using React.

  1. Community & Open Source Contributions

Accepted Proposal for Google DeepMind, GSoC 2025

A proposal focused on benchmarking and creating ecosystem tools for Gemma models.

GSoC Proposal Archive 2025

A collaborative archive of accepted GSoC 2025 proposals, built to provide transparency and guidance for future applicants.

GitHub Activity Summary (Updated Daily)

  • Public repositories: 11
  • Total stars: 568
  • Total forks: 44
  • Contributors across repos: 2
  • Last updated: 2025-07-30

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  1. gemma-benchmark gemma-benchmark Public

    Benchmarking suite for Google's Gemma models

    Python 119 11

  2. 2025-GSoC-Proposal-Selected 2025-GSoC-Proposal-Selected Public

    Selected project by Google DeepMind.

    451 31

  3. SammanSarkar/GSoC_archive_2025 SammanSarkar/GSoC_archive_2025 Public

    Accepted GSoC 2025 proposals archive for reference and inspiration from the community.

    825 114

  4. deepchem-drug-formulation deepchem-drug-formulation Public

    A computational tutorial for predicting drug formulation properties using DeepChem

    Jupyter Notebook 2

  5. google-deepmind/gemma google-deepmind/gemma Public

    Gemma open-weight LLM library, from Google DeepMind

    Python 3.7k 541

  6. deepchem/deepchem deepchem/deepchem Public

    Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

    Python 6.2k 1.9k