Akshay Vasav

About Akshay Vasav

Experienced professional with hands-on experience in Machine learning and Deep learning…

Experience

1. Senior Associate Consultant

   Infosys

   May 2022 — Present · Pune, IN

   Designed and implemented an industrial safety solution for the Overhead Rigid Catenary System (ORCS), leveraging object detection to identify obstacles and human presence within the catenary swing region, achieving a 98% detection accuracy. Developed post-processing features, including pantograph height alarms, reducing safety risks by 35% and improving operational efficiency by 20%. Delivered a robust solution that enhanced overall industrial safety in critical environments.• Developed an automated maintenance solution for train depots, leveraging Convolutional Neural Networks to detect and count train components (lateral, roof, and underbody) with 95% accuracy. Implemented algorithms to identify missing components, detect defects, and classify bolts as compliant or non-compliant based on steel marker analysis, improving maintenance efficiency by 30% and reducing inspection time by 40%.• Developed an automated system for detecting and counting components in track layout drawings using advanced image processing and object detection techniques. Achieved a 90% accuracy rate, significantly enhancing the precision of track planning tasks and improving overall efficiency by 35% through automation of the analysis process.• Built a Computer Vision solution for classifying benign and malignant tumors in cholangioscopy images with Real-time Inference. Leveraged OpenVINO to optimize the model for efficient inference on resource-constrained hardware with live video streaming. Delivered a 15–20% boost in diagnostic accuracy compared to conventional biopsy techniques, supporting faster and more reliable clinical decision-making.