NASA Beyond the Algorithm Challenge, Top 9 Finalist. Developed transform-based ML layers for efficient computing in quantum and in-memory systems.

NASA MSI Incubator Wildfire Climate Tech Challenge, Runner-Up. Built a computer vision system for wildfire situational awareness and early detection.

NSF I-Corps POSE Program, Entrepreneurial Lead. Led commercialization work for hardware-aware ML solutions.

IEEE Communication Society, UIC Student Branch Secretary. Organizing technical events across AI, signal processing, and communications.