About shreyas
Senior Machine Learning Engineer with 9+ years of experience driving research and development of computer vision and machine learning systems. Proven track record in leading teams to design, implement, and deploy real-time object detection, 3D perception and sensor fusion pipelines across Robotics and Medical Imaging. Hands-on expertise in the full lifecycle of Vision and AI systems, including camera calibration, data acquisition, deep learning model development, algorithm optimization and large-scale deployment. Successfully contributed to the development of an FDA-cleared medical AI device and a commercial autonomous agriculture harvesting system, delivering measurable business and product impact.
Key Skills
Experience
Ai Engineer
CurrentHedgineer
Senior Machine Learning Engineer
Videa
* 50,000+ clinicians using VideaAI in real workflows * Over 1 billion teeth analyzed * Developed an AI driven medical device to detect various pathologies in Dental * radiographs approved by the FDA (ID: K232384 - December 15, 2023) driving millions of dollars in * annual recurring revenue for the company. * Implemented a custom loss training framework to enable training of convolutional neural networks with * partially missing labels, this enabled combining multiple pathologies into a single model enabling savings in infrastructure and data annotation costs. * Trained a Tooth number identification and segmentation module which was a fundamental building block to * connect the outputs of our FDA cleared Dental AI models and present it to clinicians for diagnosis.
Senior Machine Learning Engineer
Appharvest
* Led a team of 5 engineers as part of the Computer vision and Machine learning R&D team building the core * AI software modules driving an autonomous robotic fruit harvester. * Planned and executed technical roadmaps and research initiatives over multiple quarters leading to 50% * improvements in harvester picking speed and successfully achieving product performance KPIs.
Education
University Of Pennsylvania
Master Of Science
B. M. S. College Of Engineering
Bachelor Of Engineering
Bms College Of Engineering
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Common Questions
What is shreyas's expertise?
shreyas specializes in AI Engineer - New York, with expertise in android, android development, angularjs, artificial intelligence, asp.net.
Where is shreyas located?
shreyas is based in new york, new york, united states.
How much experience does shreyas have?
shreyas has 13+ years of professional experience.
How can I contact shreyas?
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