Ronit Shahu

WORK HISTORY

EDUCATION

ABOUT RONIT SHAHU

As a Machine Learning Engineer with significant experience, I specialize in designing and implementing deep learning models for real-time embedded AI. My expertise lies in integrating computer vision algorithms with hardware to create autonomous navigation systems. At the Canadian Robotics and Artificial Intelligence Ethical Design Lab, I developed an autonomous PiCar-X leveraging YOLOv11 for real-time traffic sign detection and achieved a 97% F1 score for 10 traffic sign classes. My proficiency extends to comprehensive project management. From tender preparation, strategic planning, vigilant monitoring of project financials to equipment logistics, my role as a Program Coordinator has equipped me with the ability to ensure seamless operations across all stages of a project lifecycle.In the realm of Natural Language Processing (NLP), I\'ve worked on projects that significantly reduced manual work by up to 70%, increasing application efficiency. Notably, while at Persistent Systems, I deepened my knowledge of DevOps tools and web development technologies such as Docker, Kubernetes, Jenkins, and Node.js.I\'m adept at several skills including TensorFlow, PyTorch, Raspberry Pi, MLOps, Transformer Models among others. Whether it\'s detecting defects in fruits using machine learning or recognising emotions from audio-text data, my approach is always driven by innovation and efficacy.If you\'re looking for someone to bring dynamic solutions to your team while consistently achieving high-performance metrics in machine learning tasks, let\'s connect!