Career Profile

Focused professional having excellent technical and communication skill, and offering 7+ years of experience in the feild of Research, Innovation and Development. Proficient in Deep learning and Computer Vision Frameworks. Write code in multiple languages such as C++, Java, Python and Android. Yet still hungry, learning GoLang. Specialize in thinking outside the box to find unique solution to different problems.

Experiences

Computer Vision Engineer

July 2015 - Present
TCS - Research and Innovations, Chennai, INDIA

Experienced Researcher and Developer in the field of Computer vision and Deep Learning technologies. Brainstorm, ideate and develop smart solutions for the real world problems in the field of Travel, Transport and Hospitality using Computer Vision and Machine Learning frameworks.

  • Skilled at Tensorflow, PyTorch, OpenCV and Python.
  • Good at developing model from scratch and deploying it on Servers, mobile and edge devices.
  • Expertise in developing Deep Learning models for Image, Video and Point cloud Data.
  • Research Interest: Deep Neural Networks, Recurrent Neural Networks and Generative Adviseral Networks.
  • Good understanding and work experience on IoT, smart devices and Robotics.
  • Good at developing Android Application.
  • Top performer of the team for 6 years staright.

Projects

Projects mentioned below are developed outside organization upon interest and for the love of new technology.

Custom Keypoint detection - Application to train keypoint detection model on Custom dataset using TFOD API Centernet model with Hourglass backbone.
RTSP Server using OpenCV - Application to convert normal webcam feed into RTSP stream using Gstreamer.
MS Teams background changer - Deep Learning Utility application to add background blur and custom background image to MS teams on Linux
Social Distance Monitoring - Computer vision application which monitors social distancing between people in public areas
ARMeasure - Augumented Reality based mobile application to measure any object dimension in real world

Skills & Proficiency

Python

Tensorflow & PyTorch

OpenCV

C++

Deep Learning

Recurrent Neural Networks and LSTM

Android and IoT