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@santacruzAI @NeuroTechSC

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khoomeik/README.md

Currently:

  • โš›๏ธ Something new...

Previously:

  • ๐Ÿ”ฌ Researched model architecture questions spanning pretraining, RL, and inference at OpenAI
  • ๐Ÿ“ˆ Explored how scaling laws scale with data complexity
  • ๐Ÿ‘พ Fine-tuned LLM agents to play games with online RL
  • ๐ŸŽ“ Graduated from Carnegie Mellon '23 with Honors in Computer Science
    • ๐Ÿ” My thesis on vision-language semantics was cited by Google Brain, Meta AI, Stanford, etc.
  • ๐Ÿ“„ Published papers at ACL, ICLR, EMNLP, & EACL conferences and NeurIPS & ICCV workshops
  • ๐Ÿค– Fine-tuned language models at Microsoft AI over summer '22
  • ๐Ÿ› ๏ธ Worked on information retrieval, question answering, & summarization at various startups '20-21
  • ๐Ÿง  Developed brain-computer interfaces with NSF funding and placed 1st nationally at NeuroTechX '20
  • ๐Ÿ† Won 10+ hackathons including 1st @ Facebook '19, 2nd @ UCLA '19, 3rd @ MIT '20

Warning: has not learnt the Bitter Lesson. Prone to getting nerd-sniped by linguistically & cognitively motivated AI research directions.

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  1. LlamaGym LlamaGym Public

    Fine-tune LLM agents with online reinforcement learning

    Python 1.3k 64

  2. Llama2D/llama2d Llama2D/llama2d Public

    2D Positional Embeddings for Webpage Structural Understanding ๏ฟฝ๏ฟฝ๏ฟฝ๐Ÿ‘€

    Python 95 2

  3. reworkd/tarsier reworkd/tarsier Public

    Vision utilities for web interaction agents ๐Ÿ‘€

    Jupyter Notebook 1.8k 123

  4. reworkd/bananalyzer reworkd/bananalyzer Public

    Open source AI Agent evaluation framework for web tasks ๐Ÿ’๐ŸŒ

    Python 327 37

  5. interrupting-cow interrupting-cow Public

    ๐Ÿฎ๐Ÿ“ข The first AI voice assistant that interrupts *you*

    Python 147 8

  6. complexity-scaling complexity-scaling Public

    gzip Predicts Data-dependent Scaling Laws

    Python 35 4