
Amina is a senior Machine Learning Engineer with 12+ years of experience across applied research and industrial ML development. She brings strong theoretical foundations into real-world ML solutions. She has worked with US-based health-tech and industrial analytics companies on high-stakes ML systems.

Amina has built computer vision, anomaly detection, and risk scoring models, often working with noisy, real-world data. She places strong emphasis on validation and model robustness.
Her approach is rigorous yet pragmatic, balancing scientific depth with product impact. She actively mentors junior ML engineers and bridges research and engineering teams.
