Mar 2022 – Apr 2022 · 1 mo

• Roles & Responsibilities
• Worked on 3D-Inpainting using Conditional Generative Adversarial Networks to fill a 3D region in a CT volume
• Developed MLOps Pipeline on Azure for deploying different deep learning models used in Stryker Hoffmann LRF

Dec 2019 – Mar 2022 · 2 yrs 3 mos

• Roles & Responsibilities
• Worked on Object Detection and Instance Segmentation in a given X-Ray for Stryker Hoffmann LRF. Network architectures used or explored for solving the problem were : Faster R-CNN, Mask R-CNN, UNet3+,UNet++,UNet
• Developed a Deep Learning based approach to reconstruct a 3D Mesh of a bone from a single view X-Ray or multiple view X-Rays
• Worked on 3D segmentation of the bones from CT Volumes using 3D-UNet

Jun 2016 – Dec 2019 · 3 yrs 6 mos · Bengaluru Area, India

• Roles & Responsibilities :
• Developed algorithms for Moving Object Detection & Color Restoration in Surround View Monitoring Project
• Developed framework for Surface Reconstruction from a 3D Point cloud, obtained via Bundle adjustment, using Poisson Surface Reconstruction and for texture mapping from images obtained through multiple camera views
• Developed algorithm for Multishot Application, similar to one in Adobe Photoshop, on Android Platform

Jul 2013 – Jun 2016 · 2 yrs 11 mos · Hyderabad Area, India

• Roles & Responsibilities:
• Acceleration of Computer Vision & Image Processing APIs on ARMv7/v8 processor
• Optimization of Clever Capture & Video Summarization on ARMv7/v8 processor