Krupal Shah

Background

About Krupal Shah

Hello, I have over 9 years of experience in machine learning and back-end software development. For past 3 years, I apply machine learning in autonomous robotics domain. Additionally, I own an IoT based self-funded patent. With a passion for innovative solutions, I have developed advanced machine learning pipelines and tools to optimize the efficiency and accuracy of plant monitoring and growth tracking. My expertise includes creating zero-shot annotation tools, developing computationally efficient 3D instance segmentation methods, and deploying machine learning models on edge devices for real-time inference. I have a proven track record in building and optimizing machine learning models, reducing manual annotation efforts, and achieving significant computational efficiency. My work extends to the estimation of vegetation health using sensor data, GLI and NDVI, providing valuable insights into plant health and density. During my tenure with computer vision in agriculture, I have developed three datasets comprising 2D and 3D plant instance segmentation and plant's growth-based dataset. With 5 years of industry experience with tech giant Infosys Ltd, I bring a robust background in programming large-capacity computers, enhancing their performance and reliability. With real-world problem solving enthusiasm, I invented a patent for an IoT based solution for ambulances and other emergency vehicles to get a clear way in traffic congested areas.