Muhammad Ghani
Senior Machine Learning Engineer at Teradyne Robotics
San Diego, California, United States
Summary
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Senior🎓
Top SchoolMuhammad Ghani is a Senior Machine Learning Engineer with nine years of experience building computer vision and multimodal AI systems, currently driving perception for Teradyne Robotics' real-time object detection and 6-DoF pose estimation stacks. He combines a PhD in electrical engineering from Boston University and a strong publication record in computational imaging with hands-on product delivery at Qualcomm and Philips, shipping camera and ultrasound AI solutions. His work leverages vision transformers, synthetic data generation, and scalable pipelines to move research-grade models into fielded robotic and medical applications. Comfortable in cross-functional, customer-facing roles, he excels at troubleshooting deployed perception failures and shaping sensor-integration strategy with product teams. An underappreciated strength is his track record of integrating data- and image-domain deep learning (consensus equilibrium approaches) that improves robustness in limited-angle and artifact-prone imaging scenarios.
9 years of coding experience
6 years of employment as a software developer
Master's Degree Computer Science and Engineering, Master's Degree Computer Science and Engineering at Sabanci UniversityBachelors of Sciences Electrical (Telecommunication) Engineering, Bachelors of Sciences Electrical (Telecommunication) Engineering at COMSATS Institute of Information Technology Lahore, PakistanPhD Electrical Engineering, PhD Electrical Engineering at Boston University
Punjabi, Urdu, EnglishGithub contributions (5)
mughanibu/DeepMAR
Jul 2019 - Jul 2019
Contributions:6 commits, 5 pushes, 1 branch in 8 days
mughanibu/mughani_web_academic
Oct 2018 - Dec 2018
Contributions:37 pushes in 2 months
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