Raghav Gupta Email & Phone Number

Bengaluru, Karnataka, India

Architected (i) Document Understanding Platform (ii) Smart Animal Assistance and Monitoring System for Vantara Animal Kingdom (iii) Video Content Generation using synthetic Avatars (iv) AI for Precision Agriculture (iv) 3D Scene Reconstruction for high-quality maps/assetsManaged end-to-end product development/deployment for multiple Reliance business: Invoice digitisation for Retail/Hydrocarbon; Data-sheet digitisation for Refinery; Product catalog enrichment for JioMart; Soil reports digitisation for JioKisaan; Automatic document validation for candidate onboarding for HR; Magazine Understanding for JioMagsWorked closely with the UI team design/develop Vizard Platform, a one-stop platform to cater to semi-supervised document labelling, model demonstrations, job scheduling and performance visualisations.Designed synthetic document generation framework to create richly labelled document data at scale for all possible model building needs for document understanding. It has supplied >1 million documents for model trainingResponsible for (i) Building team-wide processes for development, model management, documentation, planning (ii) Client pitches/management (iii) Designing product road maps (iv) Infra procurement for dev/staging/prod environments (iv) Team building/growth (v) Product documentations

Hyderabad Area, India

# Real-time face recognition based attendance pipeline# Network quantisation using TensorRT# Spoof detection for face images

Bengaluru Area, India

We invented a device which performs real-time analysis of tennis game to calculate relevant statistics and give feedback to the players and coaches to improve their game. Our team was able to successfully build a working prototype of the device from scratch.I was responsible for complete design and development of:- Tennis Court Detection Module and Line Call System- Object Detection Module for contextual understanding of the scene and detection of very small objects (racket, ball, player etc) in outdoor lighting conditions- Tennis Shot Classification and Posture Correction System based on player's biomechanics obtained from 2D skeleton- Camera calibration and triangulation using non-linear optimization- Optimization of all the algorithms for real-time functioning on Jetson TX1/TX2

Bengaluru, Karnataka, India

Functional verification and performance validation for Imaging and Vision Accelerator (IVA) which contained optimized and configurable hardware engines to achieve low latency vision applications.

Bengaluru Area, India

Built complete software of an administration tool for sales management system to improve the system support and enhancements.