Summary
Ashwin Ganesh is a software engineer with 10 years of experience specializing in ML systems and infrastructure, currently building speech and data engineering capabilities at Amazon Web Services. A UC Berkeley EECS graduate with strong Java and Python skills, he has moved from low-level networking and Just Walk Out OS work into Bedrock prompt routing and now Transcribe Science, showing a pattern of shipping ML-infused production services. His research at Berkeley AI Research—where he developed diagnostic tools and regularization techniques for implicit neural networks—adds a research-driven edge to his engineering practice. He’s delivered applied ML solutions in healthcare and robotics as an intern and researcher, including rapid 3D ultrasound reconstructions and obstacle-avoiding drone navigation. Comfortable leading small teams and mentoring peers, he blends systems thinking, hands-on coding, and a knack for taking research ideas into scalable products.
10 years of coding experience
8 years of employment as a software developer
Master of Science - MS, Electrical Engineering and Computer Sciences, Master of Science - MS, Electrical Engineering and Computer Sciences at University of California, Berkeley
STEM For Scholars Summer Program, STEM For Scholars Summer Program at University of South Florida
Academy of Engineering, Academy of Engineering at East Lake High School
Dual Enrollment Student, Dual Enrollment Student at St. Petersburg College