Matthias Rathbun
Data Scientist
Boca Raton, Florida, United States
Summary
👤
Senior🎓
Top SchoolMatthias Rathbun is an Associate Data Scientist with eight years of hands-on experience building reliable, agentic AI systems for regulated and high-stakes environments. Currently at Florida Power & Light after roles ranging from founding data scientist at an AI sports startup to research on IoT malware detection, he blends production ML, computer vision, and LLM pipelines with cloud-deployed dashboards. He has a practical knack for turning constrained budgets and messy data into low-cost, auditable solutions—demonstrated by automating asset-tagging analytics for a nonprofit and deploying live Azure dashboards for security reporting. A UCF-trained data scientist with deep exposure to model development, annotation workflows, and hyperparameter optimization, he brings both research rigor and product-focused delivery to operational AI.
9 years of coding experience
4 years of employment as a software developer
Bachelor of Science - BS Data Science, Statistics, Mathematics Minor, Bachelor of Science - BS Data Science, Statistics, Mathematics Minor at University of Central Florida
Github Skills (47)
python10
machine-learning10
photogrammetry9
3d9
tensorflow9
neural-network9
deep-learning9
3d-reconstruction9
computer-vision8
deep-neural-networks8
ml8
3d-graphics8
pytorch8
plaidml7
collaboration6
Programming languages (5)
Github contributions (5)
MatthiasRathbun/homepage
Apr 2020 - Nov 2025
personal homepage
Contributions:20 pushes in 5 years 8 months
reactpersonal-homepage
IPGeo-API/IPGeo-Search
Jul 2019 - Aug 2019
Contributions:3 releases, 14 commits, 5 pushes in 21 days
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