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  • San Francisco

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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: StarstruckAchievement: Arctic Code Vault Contributor
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thefirebanks/README.md

Hey there! 👋

I'm Daniel, a masters student in AI @ USC! I worked as a software engineer @IBM for 3 years, in both AI research and product teams.

🔭 I'm currently working on improving in-context learning for domain-specific tasks 🎯

🌱 Also interested in diving deep into the inner workings of LLMs, and the perks and perils of RLHF (reinforcement learning from human feedback) and RAG (retrieval augmented generation).

Pinned

  1. wri-dssg-omdena/policy-data-analyzer wri-dssg-omdena/policy-data-analyzer Public

    Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible…

    Jupyter Notebook 32 10

  2. gesto-ai/asl_word_recognizer gesto-ai/asl_word_recognizer Public

    ASL Word Recognizer. Streamlit App where given a video of a person doing a sign, use an Inception I3D model to predict the word shown in the video. Hosted on Streamlit and AWS.

    Python 1

  3. CourseraScraper CourseraScraper Public

    Code to scrape course reviews from Coursera and perform sentiment analysis and topic modeling

    Jupyter Notebook 16 6

  4. Ensemble-Learning-for-Tweet-Classification-of-Hate-Speech-and-Offensive-Language Ensemble-Learning-for-Tweet-Classification-of-Hate-Speech-and-Offensive-Language Public

    Contains code for a voting classifier that is part of an ensemble learning model for tweet classification (which includes an LSTM, a bayesian model and a proximity model) and a system for weighted …

    Python 23 3

  5. twittermoji twittermoji Public

    Learning the T3 stack from: https://youtu.be/YkOSUVzOAA4 by building an emoji-only twitter clone.

    TypeScript

  6. TheKarpathyLectures TheKarpathyLectures Public

    Code for the Youtube lectures from Andrej Karpathy. Playlist: https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ

    Jupyter Notebook 1