:book: About Me

• 🧹 Building Sweep, an AI powered junior dev
• :link: Find my info at https://kevin-lu.tech

🔭 I previously worked on ...

• 🏃‍♂️ At Roblox, forking RigNet: a graph-based convolution network used to generate rig and skinning data for animating avatars.
• :pencil: Aline: a tool to reshape research with context-aware auto-generation
• :closed_book: PyATE: Python Automated Term Extraction, a Python package that implements five automated term extraction (ATE) algorithms based on eight research papers, attaining over 20,000 downloads!

🌱 I’m currently learning ...

• Traversing the call graph in a repo to make the LLM make better changes
• Locally running LLMs for code generation (CodeGen-2.5-mono + ONNX maybe?)
• Training and evaluating better natural language code search embedding models
• Interested in fine-tuning models to act as agents who can use tools. Maybe reinforcement learning on successful/unsuccessful HotPotQA runs?
• Using language models to do static asset manipulation, such as generating my favicons for my site
• Gallian's Contemporary Abstract Algebra
• Stein and Shakarchi's Princeton Lectures in Analysis II: Complex Analysis

🤔 I’m looking for help with ...

• Evaluating and fine-tuning GTE and BGE on natural language to code search, such as CodeSearchNet. It's amazing at most things but not evaluated on code search.
• Setting up an LSP on the server to set up call graphs to track the source of function calls so that Sweep can traverse this when editing entities.

:confetti_ball: Fun fact

:trumpet: I'm a trumpet player and have done some research on the physics of trumpets. I also made a Google assistance app for drone tuning. I have played in pop orchestras, marching bands, and jazz ensembles, of which my favourite is jazz ensembles.

📫 How to reach me ...

• :email: Email: kevinlu1248@gmail.com
• 🐦 Twitter: @kevinlu1248

Credits

• Raymond Li for his intro gif; I forked it for my own needs
• Brittany Chiang for her open-sourced personal website; I used it as a Gatsby template to create my own personal website