Himanshu Kumar

About Me

I am working in the field of deep learning and computer vision as a Project Associate-I at AITG, CSIR-CEERI, under the supervision of Dr. Sanjay Singh, and have experience in the same with the academic institute. Skilled in Image Synthesis, Generation, and solving inverse problems. Engineering professional with an M.Tech. in Advanced Electronics from the Academy of Scientific and Innovative Research, India (NIRF-12th).

I am particularly interested in:

• Computer vision 

• Deep learning architecture and techniques

• Computational Photography

• Image /video synthesis, and generation

• Solving Inverse Problems

Before joining CSIR-CEERI, I was an AI-ML teaching trainer for an educational institute WAC, where I instruct undergraduate students and supervise them in project development. I also joined Aerogram as an R&D assistant in which AQI devices were designed and developed, where I deployed a Python gateway to connect air monitoring devices with cloud storage.

In 2019, I completed my BTech in Electronics and Communication Engineering from Bharti Vidyapeeth's College of Engineering, New Delhi, India. Where my major project was in the field of image processing and aviation in which a camera-enabled drone system was used for crop health monitoring and visualization. In addition, I pursued my academic research internship at IIT-Delhi, In the advancement of a driving assistant system for Indian roads using a camera mounted on a vehicle dashboard.

Outlines

• Reviewer (Journal) -  Knowledge-Based Systems, Elsevier, August 2023.

• Invited Talk - Published paper titled "Lensless Image Reconstruction with Untrained Neural Network" has been selected for an invited talk at International Conference on Machine Learning and Intelligent Systems, 2023.

• AI-ML Trainer (What After College) - Worked as an instructor at the undergraduate level. Where teaching and project guidance in the field of AI-ML was my primary role, (July 2019 - Feb 2020).

• Research and Development Assistant (Aerogram) - It is a start-up incubated in IIT Delhi that delivered the solution for AQI measuring devices connectivity with cloud connectivity, (Sep 2019 - Nov 2019).

• Deep Learning Series Instructor - Received Certificate of Appreciation from Dean Research and Development, BVCOE for organizing a workshop of the Machine Learning Interest Group, (Mar 2018).

• Research Intern (IIT Delhi) - Worked on multi-object tracking method by creating and optimizing datasets for Indian roads, (May 2018 - July 2018). 

• Secured First Place at the national level in project idea presentation, held at IIT-Roorkee, (Jan 2019).

• Best Major Project Nominated for inter-college competition, (Aug 2019).

• Winter trainee in Machine Learning from IIT-Delhi, (Jan 2018).

• Joint Secretary,  IEEE Student Branch, BVCOE, Delhi, and Vice Chairperson, Eta Kappa Nu Society, (Jul 2018 - Aug 2019).

• Founder and Organizer of Innovicon - AI Conference and WIEHack - All-Women Hackathon, (Feb 2019).