Akshay Vasav

Experience

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  Tata Consultancy Services

  Jan 2016 - May 2022

  Deep Learning Engineer

  Project 1 - OCR (Document image analysis)Worked on an image processing project of document image analysis.Objective of this project is to extract text from images and listinginformation present in image to json file for further processingProject 2 - Traffic sign identificationWorked on an image processing project for traffic sign identification forUSA traffic. In this project we first detected a traffic board on the highway.Annotated traffic signal images. Trained data on the YOLO model detectedthe traffic board with the help of YOLO.Project 3 - Cutin identification.Cutin(vehicle crossing lane) in need to be identified on highway video.Vehicle detection is done with YOLO v4 and lane detection with lanenet onthe extracted image frame. Developed logic for left cutin and right cutinafter vehicle and lane detection with help of python script. Cutin framenumber and time is output of pipeline.Project 4 - Dockerization of cutin identification pipeline. Build Docker image with ubuntu 20.04, anaconda and cuda. Mounted cutin identification pipeline inside docker. Delivered the entire pipeline to the client in a docker container with gpu support. Show less

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  Infosys

  May 2022 - now

  Senior Associate Consultant