Developed machine-learning models to estimate CO₂ capture performance from process conditions.
Trained and evaluated ridge regression, gradient-boosted trees, neural networks, and partial least squares models.
Collect and process samples to enrich the database for machine learning applications.
Support researchers by providing data for analysis and experimentation.
Undergraduate Researcher
University of Kentucky - Plant and Soil Sciences
Lexington, USA
08.2025 - Current
Analyzing soil and sediment cores using sensors for bulk density, magnetic susceptibility, P-wave velocity, electrical resistivity, color, and gamma radiation.
Preparing presentations on cutting-edge soil science literature.
Leading the next phase to develop machine learning models for practical field applications.
Student Worker
College of Engineering - Alumni & Philanthropy
Lexington, KY
05.2024 - Current
Coordinated logistics and materials for successful event planning.
Engaged donors and alumni through targeted outreach initiatives.
Managed daily administrative tasks to maintain efficient office organization.
Education
B.S. - Mechanical Engineering
University of Kentucky
Lexington, KY
05-2027
Skills
Python and MATLAB
Statistical analysis
Neural networks
Embedded C
Arduino programming
Analog filter design
Digital signal processing
Projects
Ultrasonic Time of Flight Proximity System Prototype
Built a 40 kHz ultrasonic transmitter/receiver chain with an analog band‑pass filter and embedded ToF digital signal processing
Wrote firmware in C++; modeled and verified circuits through SPICE and Falstad simulations
Currently adapting the system for underwater operation; waterproof housing, transducer selection, ToF recalculation
Leadership And Activities
Engineering Ambassador
Represent the College of Engineering at outreach events and assist prospective students.
Solar Car Team
Contributed to mechanical systems design and construction.
Undergraduate Researcher at Ted Rogers Centre for Heart Research, Franklin Research LabUndergraduate Researcher at Ted Rogers Centre for Heart Research, Franklin Research Lab
Undergraduate Researcher at UIC Department Of Ophthalmology And Visual ScienceUndergraduate Researcher at UIC Department Of Ophthalmology And Visual Science