Experience

Virginia Tech Transportation Institute

• United States
• Research
• 100 - 200 Employee

• • May 2023 - Present

  Developing multi-level & multi-sensor fusion pipelines for truck safety and 3D perception analysis.Additional duties involve optimizing and deploying state-of-the-art computer vision models for both camera and lidar modalities.Identifying key geometric constraints for tractor-trailer vehicles (Deep learning model development, metric evaluation, blind spot analysis, sensor performance characteristics, etc.)

• • Aug 2022 - May 2023

  • Worked on multi-view camera and lidar-based multi-object detection and tracking on VTTI’s Bolton dataset with the aim of building the perception layer and scene understanding for heavy semi-autonomous vehicles.• Built secondary driver gaze saliency state estimator for event correlation and advanced safety analytics from videos for DAS.



MyEdMaster, LLC

• Herndon, Virginia, United States

• Machine Learning Software Development Intern

  • May 2022 - Aug 2022

  • As a summer intern, I led a couple of software projects with a focus on ML model development and deployment over the AWS platform. • Successfully introduced agile development (JIRA) and VCS (Git) to teams of 6 and 9 as Scrum Master of the projects. • Worked on deep unsupervised and reinforcement learning models with participation in architecting, design, and optimization. • Briefly introduced MLOPs for automated monitoring, scalable, and compute-efficient software product. Show less



Virginia Tech

• United States
• Higher Education
• 700 & Above Employee

• • Jan 2022 - May 2022

  GTA for ECE 5424/ CS 5824: Advanced Machine Learning.

• • Aug 2021 - May 2022

  GTA for ECE 4424: Machine Learning (Fall 2021) with the responsibilities of delivering tutorial sessions, holding office hours to support students with assignments, grading, and creating solutions for programming projects.

• • Jan 2021 - May 2022

  GTA for ECE 3524 Introduction to Unix (Spring 2021) with the responsibilities of holding office hours to support students with assignments, grading, and creating solutions for programming projects.



Indian Institute of Technology, Bombay

• India
• Higher Education
• 700 & Above Employee

• Research Intern

  • Jun 2019 - Sep 2019

  During my tenure, I worked on a Vehicle Classification GUI which functions with multiple modules, starting with raw video to final multi-label classification involving feature extraction for the same. This project was targeted to serve those who work with unique datasets obtained by selecting frame subsections of footage and classify them. I developed graphical visualization of performance and accuracy, Semi-automatic Dataset Generation Module, the HOG & LBP vector generation & fusion module. I came up with a unique optimization, that reduced the time taken for manual tagging from 40 minutes per frame to just 1-2 minutes. The data integrity and consistency were also improved due to the minimization of human intervention, enhancing overall system performance simultaneously. The internship helped me in the practical domain of application for Image Processing, Machine Learning, and (frontend- backend construction of) GUI. And most importantly, I was able to work and contribute effectively in a team. Show less