About Me

Junior Data Scientist

Switchbox

• ▸Built a predictive maintenance model (LSTM) that reduced unplanned downtime by 18%.
• ▸Designed and maintained ETL pipelines in Airflow processing 5 M+ sensor records/day.
• ▸Developed an internal FastAPI dashboard for real-time monitoring of production KPIs.
• ▸Collaborated with mechanical engineers to define feature sets from CAD tolerances and vibration data.

Mechanical / Data Engineering Intern

Precision Dynamics LLC

• ▸Instrumented test rigs with accelerometers and thermocouples; cleaned and analysed 200 GB of raw logs.
• ▸Automated post-processing workflows in Python, cutting report generation time from 4 h to 15 min.
• ▸Created FEA simulations in ANSYS Mechanical to validate sensor placement assumptions.

Undergraduate Research Assistant

University of Texas — Thermal Systems Lab

• ▸Ran CFD simulations comparing heat-exchanger geometries under turbulent flow conditions.
• ▸Wrote data-collection scripts (Python + LabVIEW) for a custom wind-tunnel test bench.

M.S. Mechanical Engineering (focus: Data-Driven Dynamics)

University of Texas at Austin

B.S. Mechanical Engineering

University of Texas at Austin