Christian McGinty

Developing machine learning pipelines in Python to improve forecasting for dual-hazard weather events Utilizing Python and Bash to manage and process large, gridded environmental datasets such as GEFS Creating operational-style forecast products from complex datasets for convective hazards and evaluating performance

Graduate Research Assistant - University of Oklahoma - Norman, OK

(2024-08)

• Developing machine learning pipelines in Python to improve forecasting for dual-hazard weather events
• Utilizing Python and Bash to manage and process large, gridded environmental datasets such as GEFS
• Creating operational-style forecast products from complex datasets for convective hazards and evaluating performance
• Communicating technical results through reports, oral presentations, and an award-winning conference poster

Undergraduate Research Assistant - University of Colorado-Boulder - Boulder, CO

(2023-05 - 2023-12)

• Established a data processing pipeline with Python and Excel to examine over 700 hours of microwave radiometer, upper air sounding, and surface observation data gathered in field campaigns
• Developed a Python algorithm to visualize radiometer data and predict precipitation type in winter storms with a 74% success rate
• Utilized the WRF model to simulate winter storms and assess precipitation type sensitivity to various microphysics schemes

Shift Lead/Assistant Manager - Auntie Anne's/Cinnabon - Castle Rock, CO

(2019-04 - 2021-08)

• Executed shift lead duties to operate the bakery, handle customer complaints, and manage large catering orders
• Assisted with management tasks including employee training, making work schedules, and placing stock orders

Food Truck Driver/Operator - Kona Ice - Denver, CO & Broomfield, CO

(2022-05 - 2024-08)

• Individually drove and operated Kona Ice food trucks, serving customers from pre-schools to nursing homes
• Developed strong relationships with community members and secured clients for future events

M.S. - Meteorology - University of Oklahoma (2024-08 - 2026-08)

B.A. - Atmospheric and Oceanic Science - University of Colorado-Boulder (2021-08 - 2024-05)