👋 Hi, I'm Yilin Jing
"Freedom over growth, sustainability over speed, life over work"
I'm a Serial Entrepreneur and AI Engineer passionate about creating sustainable solutions in computational science with a focus on reproducibility and accessibility.
🚀 Current Ventures
ReScience Lab (RSL)
ReScience Lab is addressing two critical challenges in computational science:
- Reproducibility Validation for computational scientific experiments
- Coding Ability Enhancement for interdisciplinary researchers without specialized programming backgrounds
Our mission is to standardize computational science experiments through the CRESP protocol (Computational Research Environment Standardization Protocol), making scientific research more accessible, reliable, and verifiable.
CRESP Open Protocol (Developing)
CRESP is our answer to the inconsistency in computational research environments. This open-source protocol:
- Standardizes computational science experiment formats
- Provides a framework for reproducibility validation
- Creates a distributed system for verification of scientific results
- Supports researchers across disciplines regardless of coding proficiency
Also this project is going to be shared on PyCon UK 2025.
E2M - Everything to Markdown (1.1k+ Stars ⭐)
E2M is a Python library that converts various file types into Markdown format using a parser-converter architecture. It supports multiple file formats including doc, docx, epub, html, pdf, ppt, pptx, mp3, and m4a. The project's ultimate goal is to provide high-quality data for Retrieval-Augmented Generation (RAG) and model training or fine-tuning.
This open source project has gained over 1,100 stars on GitHub and serves as a comprehensive solution for document conversion needs in AI and data processing workflows.
🎓 Education
- MSc in Applied Computational Science and Engineering
Imperial College London
Research Focus: Computational Methods & Algorithms
- First-Class Honours in Communications Engineering
University of Sussex
Focus: Signal Processing & Software Development
💼 Professional Philosophy
My entrepreneurial approach is guided by three core principles:
- Freedom over growth: Building sustainable solutions rather than chasing rapid scaling
- Sustainability over speed: Creating lasting impact through methodical development
- Life over work: Maintaining a healthy balance while pursuing meaningful innovation
🛠️ Technical Solutions We're Building
For Reproducibility Validation:
- Protocol-based standardization (CRESP) built on pixi
- Open-source templates for computational experiments
- Distributed validation system with blockchain verification
For Coding Enhancement:
- AI Agent-powered experimental platforms with natural language interfaces
- Containerized environments with dev container + cookiecutter
- Automated scientific paper generation with Quarto + LaTeX
- One-click arXiv submission capabilities
🔮 Vision for the Future
My work at ReScience Lab aims to democratize computational science by:
- Making complex experiments accessible to researchers without extensive coding backgrounds
- Creating transparent verification systems for scientific results
- Building sustainable communities around open science principles
- Leveraging AI to bridge technical gaps in interdisciplinary research
📫 Connect With Me
- Email: yilin.jing.ai@outlook.com
- Team Email: team@wisup.ai
- Twitter: @MrXXXZZZ666
- Bilibili: Space
- GitHub: Jing-yilin
Feel free to reach out if you're interested in the future of computational science, reproducible research, or entrepreneurial approaches to academic challenges!