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Gnefil/README.md

Hey, Lifeng here!

GitHub Email Blog LinkedIn Kaggle

Declare the birth of a legend; nothing shall hinder, only prosper.

What's Recently

  • Currently working on bio-inspired artificial intelligence, under the supervision of Professor Xiaolin Hu. Research under the Tsinghua Statistical Artificial Intelligence & Learning (TSAIL) group. Funded by the Visiting Student Research Fellowship.
  • Through understanding and examination, overcome barriers to delegate jobs to agents, absolutely boosting productivity.
  • Interested in all kinds of game-changing ideas and technologies, especially in areas of computer science and neuroscience, such as BCI 🧠, VR πŸ₯½, and exploring the immense universe πŸŒŽπŸŒ•β˜„οΈπŸͺπŸš€.
  • Looking to collaborate on any cool ideas! ✨

Education and Experience

  • πŸŽ“ Distinction-level Master of Science in Artificial Intelligence at the University College London.
    • πŸ“œ Master's thesis - Foveation-Guided Steganography Using Latent Representations: A Perceptual Approach to Improve Payload Capacity and Visual Fidelity. Published in ACM SIGGRAPH Asia 2025 Poster, mentored and supervised by Professor Kaan Akşit.
  • πŸ”¬ Yearly placement at MSD as a Bioinformatic Scientist. Supported and tackled many drug-discovery challenges in computational biology spaces, 🧬 mainly on Protein-Protein Interaction Networks. Mentored and supervised by Dr Wei Wei.
  • πŸŽ“ First Class Honours Bachelor of Science in Computer Science (HCI) at the University of Manchester. Stellify Award β˜„οΈ.
    • πŸ“œ Bachelor's thesis - A Comparative Study of Motor Imagery Approaches in EEG-based Brain-Computer Interfaces. Mentored and supervised by: Professor Oliver Rhodes.
  • Other bits of my life: workshop executive in the Data Science Society, software engineer summer internship, AD brain network spreading models, PEFT in LLMs, etc.
  • Experience in ML dev and prod, data analysis and processing, web dev, LLM and CV.

Tech Stack

Programming Languages

Python Java MatLab HTML CSS JavaScript

Developer Tools

Git VS Code Jupyter AWS Docker

Frameworks

PyTorch Transformers Pandas Numpy SkLearn Vue

Natural Languages

Chinese Spanish English

GitHub Stats

Gnefil's Top Languages

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Pinned Loading

  1. Gnefil Gnefil Public

    Gnefil/Gnefil is a ✨ special ✨ repository because its `README.md` (this file) appears on your GitHub profile. You can click the Preview link to take a look at your changes.

    2

  2. minimal-cnn-template minimal-cnn-template Public

    Minimal CNN full workflow template. Included STCNN, VGG11, and VGG16. Dual-input variations exist.

    Python

  3. Blog-Singularity Blog-Singularity Public

    My personal blog - Gnefil's Singularity

    Python