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SaketR3/README.md

Hi, I'm Saket!👋

About Me

Hey, I'm an aspiring AI researcher interested in AI alignment! As AI systems become more and more powerful, I want to help ensure they remain aligned with human values and empower everyone fairly. To this end, I've worked on research such as using RL to mitigate social biases in LLMs.

I'm also interested in using AI for social impact! From identifying patterns in data to making information more accessible, I believe that AI has vast potential for social good and scientific applications. Whether I'm training a model that recognizes areas of poverty in satellite imagery or integrating a speech-to-text pipeline to help people with dyslexia write, I always strive to ensure my work has real-world social impact.

Technical Skills

AI/ML:

TensorFlow Hugging Face PyTorch LangChain scikit-learn Pandas

Web Dev:

React Next JS TailwindCSS Vanilla CSS Express.js Postgres

General Purpose:

Java C++ Python TypeScript Rust

Reach Out!

linkedin gmail


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  1. Satellite-Imagery-Poverty-Detector Satellite-Imagery-Poverty-Detector Public

    A CNN that recognizes areas of poverty from satellite imagery

    Jupyter Notebook 1

  2. Voting-Policy-Impact-Visualizer Voting-Policy-Impact-Visualizer Public

    Data visualization web app where users can compare voter turnout of different demographics with states’ voting policy fairness scores

    JavaScript

  3. Greenlife1 Greenlife1 Public

    A web app that uses the ChatGPT API to create a personalized climate guide to help users decrease their carbon emissions

    JavaScript 1

  4. DevanagarAI-DisplayCopy DevanagarAI-DisplayCopy Public

    A web app where users can practice handwriting in Hindi with a character recognition neural network (team project)

    Python 1

  5. Smart-Startup Smart-Startup Public

    A web app that uses a neural network to help start-ups determine whether they will qualify for loans they’re looking for, and uses RAG to provide advice!

    Jupyter Notebook

  6. Voting-Restrictions-Guide Voting-Restrictions-Guide Public

    PennApps 2024 Hackathon Project. A web app that finds & shows voting restrictions that states have passed, and includes an interactive voting restriction Q&A.

    Python