codeblockz/handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Hi, I'm Ryan 👋

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.

💡 Technical Skills

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

🚀 Projects

Personal Projects

• 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

📫 Let's Connect

• LinkedIn: Ryan Ellis
• Email: [email protected]