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rfeinberg3/README.md

Hi there, I'm Ryan! πŸ‘‹

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About Me

I’m a Software/AI Developer interested in Full Stack applications and ethical AI development. Passionate about human-centered AI, I love driving projects that improve model transparency and break creative boundaries.

  • 🌱 Currently learning: React and Docker to develop scalable and reliable full-stack projects
  • πŸ”­ Working on: Developing Explainable AI (XAI) methods and Full Stack applications for inference on common models like BERT and GoogleVIT, to ensure Trustworthy AI integration @ ObjectSecurity
  • 🌍 Languages: Python, Go, C, C++, C#, Java, Swift, JavaScript

My Skills 🧠

PyTorch TensorFlow Scikit-Learn Pandas Numpy JSON Docker Selenium Flask PostgreSQL GitHub Actions Linux Git Anaconda VS Code Google Colab Firebase

Featured Projects πŸ’»

eBay Auto Seller

eAs is a tool designed to generate pricing and descriptions for items that users would like to sell or resell on eBay by simply inputing the items name. Built with ColBERT for Retrieval-Augmented Generation (RAG), eBay's RESTful APIs, and Docker for microservice containerization. This project demonstrates my ability to use cutting-edge AI techniques and tools, create powerful backends, and leverage APIs for data scraping. You can check out the repository here.

Hittite Cuneiform Tablet

ALT is a Hittite to English (and vise-versa) project built with Meta's state-of-the-art No Language Left Behind (NLLB) Machine Translation model. This project showcases my skills in modifying existing model and tokenizer architectures to fullfill unique objectives, use data scraping and bootstrapping techniques to solve low-data MT problems, and construct relevant evaluation schemes for training validation. You can check out the repository here.

Get in Touch πŸ“¬

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  1. ecomAssistant ecomAssistant Public

    Generates aggregated pricing and a marketable description for items users wish to sell. These values are based on real e-commerce data, and optimally generated with RAG.

    Jupyter Notebook 11 1

  2. ALT ALT Public

    This project aims to bridge the gap between the ancient and the modern world by translating the Hittite language into English using Natural Language Processing (NLP) and machine learning techniques.

    Jupyter Notebook 8 1

  3. Multi-Agent_Search_Pacman Multi-Agent_Search_Pacman Public

    Reflex Agent Improvement, Minimax Search, Alpha-Beta Pruning, Expectimax Search, Custom Evaluation Function for Pacman.

    Python 5

  4. NLP_plagiarism_and_subredditClassification NLP_plagiarism_and_subredditClassification Public

    This repository contains a Python solution for detecting plagiarism in sentences and classifying subreddit comments using word2vec vectors and logistic regression. The tasks include finding the mos…

    Python 2

  5. eComDatascraper eComDatascraper Public

    Data scraper designed to collect item data for model training purposes.

    Python 1

  6. archClassifier archClassifier Public

    Jupyter Notebook 1