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rfeinberg3/README.md

Hi there, I'm Ryan! 👋

About Me

I’m a Software Engineer interested in developing Full Stack applications, and enhancing productivity through AI and automations.

  • 🌍 Languages: Python, Go, C, C++, C#, Java, Swift, JavaScript

Top Tools 🧰

Backend

Selenium Flask FastAPI PostgreSQL SQLite

CI/CD

Docker Kubernetes OpenShift Gitlab Pipelines

AI & Data

PyTorch Huggingface Langchain FAISS Pandas Numpy Plotly

Frontend

React TailwindCSS RadixUI Vite

Featured Projects 💻

ecomAssistant (eAs)

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.

Ancient Language Translation (ALT)

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 📬

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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 12 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 11 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 2

  6. archClassifier archClassifier Public

    Jupyter Notebook 2