Riley
Nastase

Riley Nastase is an AI/ML Engineer at Rearc, where he builds production AI, ML, and analytics systems for high-stakes data problems. He is especially interested in AI that supports decision-making in domains that demand human expertise in the loop.

With a background spanning data science and engineering delivery, Riley focuses on practical systems that are grounded in reliable data, evaluated rigorously, and designed to help experts move faster. He has strong opinions about hallucinations and false confidence, and believes that the best systems keep human discernment and accountability at the center.