Working on Human Pose Estimation / Motion Classification using 3D Stereo Imaging & Deep Learning – C++, Python, TensorFlow & OpenCV/NI. Research publication on...more Novel Occupancy Sensing using Human Activity Analysis was accepted into ConVR 2016, HK.
Worked on segmenting graphics from newspapers for a Deep Learning based ad processing engine – Python, C++ & more. Sample segmentation output: goo.gl/gAhFY3 Developed...more API for the segmentation service & a lightweight tool to classify ads and non-ad graphics - golang & Flask. Gathered 200,000 ads & non-ads and trained a CNN classifier on AWS EC2 GPU for automated classification - TensorFlow.
Involved in Oracle production database management alongside release planning and management right since induction. Created new triggers and procedures with cursors and...more collections in PL/SQL while setting up and managing DB caches. Designed & developed IBM DataStage (ETL) jobs and performed Testing (Automated) of Siebel using HP QC and Selenium.
Precision Biometric India
Trainee Software Engineer
2013 - 2014 (6 months)
Implemented biometric authentication (using OpenSSL and OpenCV) and biometric template format conversion services for a Fortune 500 company and a major bank, using C, C++...more and Java for RedHat and SuSE Enterprise Linux servers. Developed an improved fingerprint template matcher whose performance was on par with the NIST’s Bozoroth3 matcher. Also involved in: client interaction; maintenance & further development of the core Biometric API of Precision Biometric.