Skip to content
View Gnefil's full-sized avatar
💭
Learning...
💭
Learning...

Highlights

  • Pro

Block or report Gnefil

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Gnefil/README.md

Hey, Lifeng here!

GitHub Email Blog LinkedIn Kaggle

Declare the birth of a legend, and nothing will hinder its composition.

What's Recently

  • Recently learning 🔥 about vector-quantised VAE, cost-effectiveness of LLM fine-tuning, and biomedical image modelling.
  • Interested in all kinds of game-changing ideas and technologies, especially in areas of computer science and neuroscience, such as bio-inspired AI, BCI 🧠, VR 🥽, and exploring the immense universe 🌎🌕☄️🪐🚀.
  • Looking to collaborate on any cool ideas! ✨

Education and Experience

  • Distinction level (expected) Master of Science in Artificial Intelligence 📖 at the University College London. Master's thesis 📜 on perceptual-guided steganography, consisting of effective hiding payload in images, and embedding data aided by human visual system. Mentored and supervised by: Dr Kaan Akşit.
  • 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.
  • First Class Honours 🎓 Bachelor of Science in Computer Science (HCI) 📖 at the University of Manchester. Stellify Award ☄️. Bachelor's dissertation 📜 on A Comparative Study of Motor Imagery Approaches in EEG-based Brain-Computer Interfaces. Mentored and supervised by: Dr Oliver Rhodes.
  • Workshop executive in 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

Gnefil's GitHub Stats

Gnefil's GitHub Trophies

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