I am an Associate Data Scientist at Clever Devices, a company that provides advanced technology solutions for public transportation. My primary focus is on building intelligent tools that transit agencies use to improve their services.
Led development of an AI model to optimize bus disruption management operations, reducing dispatcher workload
Took ownership of said project from conception to deployment, ensuring the model's effectiveness and integration
Built service period optimization algorithm that enables transit agencies to make effective schedule changes at scale
Reported on sources and solutions for poor bus performance, enabling agencies to reduce late stops by 30% on routes
Created a revenue-generating service reporting on transit accessibility in low-income neighborhoods using census data
Developed a Teams chatbot to convert natural language to SQL code,execute queries, and return data snapshots
Performed data health analyses on client databases, analyzing missing data, ease of access, and reliable historical checks
Trained and tested deep learning image processing models using PyTorch to detect safety features at bus stops
Major in Data Science and Analytics, minor in Statistics
Pandas - Numpy - Scikit-learn
PyTorch - TensorFlow
Polars
Artifical Intelligence - Machine Learning
Transportation - Logistics
Geographic Information Systems (GIS)
Analytical - Hard Working
Problem Solver - Collaborative