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kevinlu1248/README.md

# πŸ‘‹ Hi there! I'm Kevin Lu

πŸ“– About Me

πŸ”­ I previously worked on ...

  • πŸƒβ€β™‚οΈ At Roblox, forking RigNet: a graph-based convolution network used to generate rig and skinning data for animating avatars.
  • πŸ“ Aline: a tool to reshape research with context-aware auto-generation
  • πŸ“• 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

πŸ€” 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.

🎊 Fun fact

🎺 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.

πŸ“« How to reach me ...

Credits

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  1. sweepai/sweep sweepai/sweep Public

    Sweep: open-source AI-powered Software Developer for small features and bug fixes.

    Jupyter Notebook 7.4k 426

  2. pyate pyate Public archive

    PYthon Automated Term Extraction

    HTML 304 37

  3. ccc_python_lessons ccc_python_lessons Public

    A repository for the SWC Python Workshop lessons.

    Python 1

  4. recycler recycler Public

    Recyclables manager fine-tuned on XCeption using Kaggle's GPU instances.

    Python 2

  5. researchy-api researchy-api Public

    API for highlighting key terms in a website and making it easily readable, hosted on repl.it.

    Python

  6. researchy-chrome-extension researchy-chrome-extension Public

    Chrome Extension for automatic reader mode and key term highlighting for researching. API can be found at https://github.com/kevinlu1248/researchy-api.

    JavaScript 1