⚙️ Performed significant R&D and pioneered the Action Recognition architecture for predicting customer interactions with Smart Carts allowing for an AI assisted Shopping Experience. The system is a custom redesign of the Google Research Mobile Video Networks published in 2021 CVPR and achieves a 95% accuracy at identifying interactions in real-time while running on the edge.⚙️ Built the Action Recognition deployment and serving capability ground up with dual inference capability on edge with RockChips Android NPU & online using a NVIDIA distributed cluster with capability of switching between both based on camera resolution.⚙️ Integrated multiple human operated stations involved in fiber termination into a single automated system. Relying on Computer Vision this system achieves a 96% Success Rate at aligning fibers with a remarkable precision to a scale of 5 micrometers and increasing production capacity from 240 cables per month to 9,600 cables monthly boosting production capacity by 40 times.⚙️ Managed and scaled cross-functional engineering teams in the Industrial Automation and Artificial Intelligence sectors, driving significant success across multiple projects and fostering a culture of continuous and constructive improvement.

⚙️ Led the automation efforts of an entire factory in North America for an Amazon partnered Data Center Fiber Optics supplier.⚙️ Developed the Fiber Organizer Robot, an intricate system integrating computer vision, machine learning to sort 250-micron fibers (~ thickness of human hair), increasing production capacity by 500% and producing 6 AWS cables per hour from 1 cable per hour.⚙️ Developed a platform to automate vision applications with active learning based workflows, ensuring efficient operations during the data gathering process. Provides access to Machine Learning specific pipelines, automated deployments and workflows.⚙️ Built end-end a real-time indoor location system relying on Computer Vision for GPS deprived environments with custom built real-time adaptive industrial camera parameter adjustment running on Android and deployed for use in the Smart Cart product.

⚙️ Worked on Bio-Inspired Classification project after conducting thorough research on the subject.⚙️ Conducted research for the Negative Selection Artificial Immune System project.⚙️ Attended workshop on EEG brain interfaced headset training.