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About

  • (Jan'22 - Ongoing ) AI Software developer at Captury GmbH where i contribute on dataset preparations, handpose tracking, CPython bindings, build process, plugin management for unreal and unity, building prototypes using unreal engine, unity and oculus quest etc. My role mostly involves developing things from scratch.

  • (July'21 - December'21) I am working as freelancer for Captury GmbH after my completion of graduation. This is the time I started building handpose tracking support for Captury.

  • ( Oct'20 - December'20) I am working as Deep Learning and Computer vision intern with Captury GmbH. I am working on Fast Background subtraction using neural networks.

  • ( May'20 - May'21 ) I am working on location privacy and reinforcement learning methods for it in colaboration with Prof. Isao Echizen, NII Japan and Dr. Harkeerat Kaur, IIT Jammu. This colaboration led to successful publication of two papers mentioned below. publications section

  • ( May'20 - July'20 ) I am working as summer intern with Captury GmbH. I successfuly built the "End to End 3D face landmarks annotation". My work on "Facial expression transfer via morph-key prediction" led to another long term project in company.

Research

publications

  1. Reinforcement Learning based Smart Data Agent for Location Privacy Harkeerat Kaur;Rohit Kumar;Isao Echizen in AINA’21 (Advanced Information Networking and Applications)

  2. Smart Data Agent for Preserving Location Privacy Harkeerat Kaur;Isao Echizen;Rohit Kumar in IEEE-SSCI'20. Paper

others

  1. Term paper on Adaptation in Cloud Computing guided by Prof. Naveen Sharma, Rochester Institute of Technology, NY. Github Repository ( January-May'2021 )

  2. Machine Learning Research Intern, under guidance of Prof. Virendra Singh, IIT Bombay, where i worked on object detection and deep learning methods for it. ( Summer'19)

Projects

Projects supervised by Dr. Harkeerat Kaur, Dpt. of Computer Science, IIT Jammu

Mobile Robot Arm(Simulation) [ Ongoing ]

Neural Style Transfer Github

Project supervised by Prof. Naveen Sharma, Rochester Institute of Technology, New York

Term Paper on Adaptation in Cloud Computing Report

Projects supervised by Dr. Nils Hasler, The Captury, Germany

Facial expression transfer via shape-key/morph-key prediction [ Report to be uploaded.]

Human 3D face Annotation Report

Fast Background Subtraction Github Report

Some independant projects

Home Security using webcam Github

Image Editor Software Github

GANs On Atari Github

Competitions

team : Pranav Reddy, Vaidehi Som, Rajat Kumar Varshney, Hardik Sharma, Rohit Kumar
Silver in Bosch’s Route Optimization problem in Inter-IIT Tech Meet’19

team : Sadan Zahid, Mayank Singhal, Rohit Kumar
3rd among 20 teams in Innovate for IIT Hackathon organized by PRITHVI.AI : Nov’19

team : Vaidehi Som, Shivang Vijay, Rohit Kumar
1st in Mazex- maze solving bot during Technunctus’19, IIT Jammu.

team : Shivang Vijay, Keshav Vyas, Rohit Kumar
9th among 23 IIT's in PlutoX hackathon in Inter-IIT Tech Meet’18\

I have also worked with Neural Style Transfer; object detection; GANs; segmentation; visual odometry; depth maps; Text generation; Music generation; etc.

Education

Actively pursuing online education. More in resume