Prajwal Arjun Kanade

I am an AI/ML Engineer specializing in Computer Vision, Deep Learning, and real-time AI systems, with hands-on industry experience. I currently work on developing and deploying end-to-end AI solutions for railway inspection and monitoring systems, covering model development, optimization, deployment, integration, and production support. Two key achievements include developing and deploying computer vision models for automated railway inspection, including object detection, OCR, coach separation, component detection, anomaly detection, and door/window monitoring. I have worked with YOLO, PyTorch, OpenCV, OCR, TensorRT, and NVIDIA DeepStream to build real-time video analytics solutions and optimize models for edge deployment. Another achievement is improving the reliability and performance of production systems by implementing automated validation, boundary correction, dynamic thresholding, health monitoring APIs, database optimizations, and failure-handling mechanisms. These improvements helped make the overall AI pipeline more robust and suitable for real-world deployment. For my next role, I am looking for a remote AI/ML or Computer Vision Engineer position where I can take ownership of end-to-end AI projects, build production-ready models, work on challenging computer vision problems, and contribute to scalable real-time AI systems. I am particularly interested in roles involving Computer Vision, Deep Learning, Generative AI, MLOps, and AI deployment.