Work Experience

Work Experience

Max Planck Institute for Informatics

Research Engineer; August 2023 – ; Germany
Research Assistant; October 2022 – July 2023; Germany
With Vahid Babaei.

• Width estimation of markings using deep neural networks.
• Implementation of digital image reproduction pipeline (surface area optimization, vectorization and juxtaposed halftoning).
• Development of color selection algorithms for digital image printing.

Hertzwell

Perception Engineer; September 2019 – September 2022; Singapore
With Guohua Wang.

• Real time Panoptic Image Segmentation of pointcloud and camera images.
• Implementation & algorithm development of 3D Object detection algorithms.
• Waveform optimization using Reinforcement learning.
• Development and implementation of real time occupancy grid mapping algorithm.

Indian Space Research Organization

Scientist; August 2017 – August 2019; Bengaluru, India
With Gaurav Upadhyay.

• Data Processing System for Indian Lunar Mission Chandrayaan-2 and EMISAT
• Deep learning based classification & segmentation of cloud cover in Hyperspectral Images.
• Software for CCSDS protocol verification.
• Time series analysis and anomaly detection.

National Remote Sensing Centre

Research Internship; May 2016 – Jul 2017; Hyderabad, India
With Aravinda Kumar Pindiga.

• Implemented variations of Retinex algorithm for color image enhancement
• Proof of concept run in Grid Computing environment with HTCondor
• Project Report

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