Hello, I'm
Jonathan
Machine Learning
Data Scientist
Software Engineer
About Me
Hello
My name is Jonathan Mesa and I recently graduated from UF with a bachelors in Computer Science and a minor in Statistics. I am passionate about machine learning and work every day to improve my knowledge and skillset through my work and projects.
MY SKILLS
MY TIMELINE
2024 - PRESENT
SOFTWARE ENGINEER I - REDSHRED
Developing machine learning applications involving computer vision and natural language processing for the redshred platform.
SUMMER 2023
FULL STACK DEVELOPMENT INTERN - BOP HUB
Assumed team leader role in real Agile development setting. Created web application form ground up using MERN stack technologies and various APIs. Integrated ChatGPT functionality into web application in multiple ways.
SUMMER 2022
DATA SCIENCE INTERN - REDSHRED
Created Streamlit applications to display analytical data concerning government contracts. Wrote software to assist in the labeling of data for machine learning model training. Learned Docker to containerize software for use across any company machine
2020 - 2024
COMPUTER SCIENCE DEGREE - UNIVERSITY OF FLORIDA
Graduated with a bachelors degree in computer science in the college of engineering and a minor in statistics. Specialized my classes towards the fields of data science and machine learning but obtained an overall education about languages, agile methodologies, databases, operating systems, data structures and algorithms,
2022 - 2024
CLUB PRESIDENT- UF OPEN SOURCE CLUB
Managed and grew the club to 10x membership from when I became president. Maintained our various open source repositories and our github organization. Planned and executed large events such as workshops, collaborations, and hackathons.
MY PROJECTS
Reinforcement Learning Pac-Man AI
One of my more fun projects where I found an open source pac man game implemented in python and refactored it for it to be played by a reinforcement learning agent rather than a human player. I accomplished this through Deep-Q-Learning and a feed forward neural network implemented in Pytorch.
github repo: https://github.com/MesaJonathan/Pacman-AI
Convolutional Neural Network X-ray Pneumonia Detector
A straightforward project meant to be a soft introduction to ML in the medical field and taught to UF’s GRiP club in a workshop by myself. I built a convolutional neural network in tensorflow that takes in preprocessed images of a chest X-ray and determines whether or not this X-ray is of a chest that has or does not have pneumonia of any kind.
github repo: https://github.com/MesaJonathan/X-ray-Classifer
Choose Your Own Adventure TikTok Generator
A personal project written python using Pillow, MoviePy, and the OpenAI API to generate a series of videos in the style of “tik-tok” videos from a single sentence OpenAI api then creates a story along with images and narration for said story. Processing is then done to create videos the can we watched and navigated between in the same fashion as a choose your own adventure story.
github repo: https://github.com/MesaJonathan/X-ray-Classifer