Sup, I am a computer geek interested in deep learning and projecting my work into research and academia. Recently, I started my master's studies in US. Does the university really matter? I love working in research and directing my work towards impactful research topics like computer vision and human computer interactions. Now, Why does it matter? My outlook on the world is a place where transformations are taking place so rapidly that its a challenge to figure out the past, present and the future.

Im grateful to my mentor and professor Pradipta Biswas@IISc. It is the perfect place for learning and understanding the research world. I worked as research assistant for a little more over two years and Im currently looking for research problems in the domain of Object Detections, Collaborative Robotics and digging deep into the deep learning methodalogies.

Life of a researcher is very different for many yet the same. I like to play a bit of guitar, click landscapes-nightsky photographs and sit in the balcony. I try to keep up with the new learning methodologies like Domain Adaption, Self-Supervised, Learning, Graph Neural Networks, Inverse-Reinforcement-Learning, other novel transformer mechanisms quite often by implementing some good papers on my own.

I am a part-time graduate studies teacher for mathematics 1 and 2 at PTC, Suriname. I am involved in teaching, mentoring and building learning modules for students.

Updates not that are important:

  • October 2024: Presented a presentation on Gaze Estimation with in-depth review on recent CVPR paper of "End-to-end Frame-to-gaze estimation" for class. [Link]

  • October 2024: Full Paper "Comparing Computer Vision Models for Low Resource Dataset to Develop a Mixed Reality based Manual Assembly Assistant"(Under Review) in prestigious ACM Conference on Intelligent User Interfaces (IUI), 2025.

  • October 2024: Full Paper "A Comparative Study on Image Translation GAN Models to improve Object Detection Accuracy on Low-Resource Domains" in prestigious International Conference on Vehicular Technology and Transportation Systems (ICTTVS), 2024.

  • August 2024: Starting my Master's studies at University of Colorado, Boulder.

  • Febuary 2024: Demo/Poster Paper "Multimodal Target Prediction for rapid Human-Robot Interaction" in prestigious 29th ACM Conference on Intelligent User Interfaces (ACM IUI) 2024.

  • January 2024: Paper accepted "Enhanced Human-Robot Collaboration with Intent Prediction using Deep-IRL" in prestigious IEEE International Conference on Robotics and Automation (ICRA) 2024.

  • December 2023: Journal accepted "Mixed Reality and Deep Learning based System for Assisting Assembly Process" available online on Springer [Link]

  • November 2023: Submitted our Demo/Poster Paper "Multimodal Target Prediction for rapid Human-Robot Interaction" in prestigious 29th ACM Conference on Intelligent User Interfaces (ACM IUI) 2024.

  • November 2023: Submitted our Full Paper "Enhanced Human-Robot Collaboration with Intent Prediction using Deep-IRL" in prestigious IEEE International Conference on Robotics and Automation (ICRA) 2024.

  • August 2023: Graduated in Bachelors in Technology in Computer Science and Systems Engineering from Kalinga Institute of Industrial Technology(KIIT).

  • March 2023: Joined my first research job at I3D labs, Department of Manufacturing and Design, Indian Institute of Science as Research Assistant under Prof. Pradipta Biswas.

  • December 2022: Submitted for Journal "Mixed Reality and Deep Learning based System for Assisting Assembly Process" in the journal of multimedia interfaces (IF-2.9).

  • September 2022: Paper "Efficient Interaction with Automotive Heads Up Displays using Appearance-based Gaze Tracking" available online on ACM Digital library [Link]

  • July 2022: Paper "Efficient Interaction with Automotive Heads Up Displays using Appearance-based Gaze Tracking" accepted in Work-In-Progress Track at AutomotiveUI 2022 Conference.

  • July 2022: Had an oppurtunity to showcase Lab Projects on UNESCO visit at I3D Labs, IISc Bangalore.

  • June 2022: Submitted Work-in-progress paper in the AutoUI 2022

  • April 2022: Started my first internship at I3D Labs, IISc Bangalore.

  • September 2021: Summer School Fellowship completed at CVIT, IIIT Hyderabad.