Honnesh Rohmetra is a Staff AI Engineer with 8 years of experience specializing in computer vision and efficient deep learning, currently driving AI work at STMicroelectronics after Deeplite’s acquisition. He builds end-to-end vision systems—from data collection and model architecture to hardware-aware deployment—focusing on latency-accuracy tradeoffs and model optimization for constrained devices. His background spans research and productization, including published work and a patent-backed internship embedding DL into graphics pipelines and deploying models with ONNX/OpenVINO. Notable expertise includes structured pruning for CNNs and Vision Transformers and practical optimizations on edge platforms like NVIDIA Jetson and custom hardware. Based in Old Toronto, he combines academic rigor from BITS Pilani and NTU research collaborations with hands-on engineering that moves models from lab prototypes to real-world, resource-constrained deployments.
8 years of coding experience
6 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and Science
12th Standard, Computer Science + PCM, 12th Standard, Computer Science + PCM at K.C. Public School, Jammu
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