I'm a Software Developer and Data Science Specialist with a passion for machine learning and solving complex problems. With a Bachelor's degree in Computer Science from UMBC, I specialize in leveraging Python, C, and C++ to build innovative solutions.
Languages:
- Python, C, C++, C#, HTML, CSS, Javascript, MATLAB, R, SQL
Libraries:
- Python Libraries:
- TensorFlow, PyTorch, Scikit-learn, Pandas, OpenCV, OpenAI, Beautifulsoup
- Frameworks:
- .NET, React
Tools:
- Git, Docker, Jupyter
Personal Projects
-
Crew AI Blog Writer 6/24/24 - I developed a Jupyter Notebook script using the Crew AI framework to author a blog. This project leverages Python and multi-agent systems. The blog can be found here
-
RAG Chatbot Example - This is an example of a python script using Retrieval-augmented generation. The goal of the bot was to use a blog as the source for the RAG.
- Languages Used: Python
- Libraries Used: OpenAI, Pandas, Langchain, ChromaDB
- Concepts Demonstrated: RAG, Chatbot
-
IBM Capstone Project - Demonstrates examining space X rocket data and present findings. This demonstrates EDA with visualizations and predictive analysis with machine learning.
- Languages Used: Python, SQL
- Libraries Used: Space X API, Pandas
- Concepts Demonstrated: EDA, Predictive Analysis
College Projects/Repositories:
- Baltimore Crime Data Project - College project that utilized NodeJS to make a heat map of crime in the Baltimore area.
- Languages Used: NodeJs, TypeScript, JavaScript
- Computer-Science-II - This repository contains class projects for the Computer Science II class which taught Object Oriented Programming.
- Languages Used: C++
- Concepts Demonstrated: Object Oriented Programming
- Introduction to Machine Learning - This repository contains class work for the Introduction to Machine Learning course at UMBC. This course taught the basics of machine learning.
- Languages Used: Python, HTML
- Concepts Demonstrated: Classification
- LinkedIn: Ryan Ellis
- Email: [email protected]