Vino M Mathew

AI Engineer with 6+ years of experience in Edge AI, Computer Vision, and Generative AI, specializing in designing and deploying intelligent solutions on NVIDIA Jetson platforms. Proven expertise in model training, optimization, and deployment for real-time performance on resource-constrained IoT devices. Skilled in building end-to-end AI pipelines covering data collection, preprocessing, training, quantization (TensorRT, ONNX), and deployment across embedded systems.

Machine Learning Engineer | AIMonk Labs, Bengaluru | 6 years
Driving AI innovation at a fast-paced startup by developing and deploying edge AI and computer vision solutions across multiple industries. Key contributions include:

Intelligent Parking Solutions – designed computer vision systems for vehicle detection, tracking, and license plate recognition on edge devices.

Sports Analytics – built AI-driven video analytics for player tracking and performance insights.

Smart Optical Manufacturing – developed a keypoint detection solution in eyewear to enable intelligent, automated lens production.

AI SaaS Platforms – engineered scalable, cloud-native AI solutions for analytics and automation.

Expertise in Edge AI, NVIDIA Jetson platforms, model training/optimization (TensorRT, ONNX, quantization), and deploying real-time vision systems in IoT and embedded environments.

Bachelor of Technology