About me
I am a machine learning developer at Falkbuilt. Previously master’s student at Graphics & Spatial Computing Lab, Saint Mary’s University,Halifax , where Dr. Jiju Poovancheri advises me. I completed my B.tech in Computer Science Engineering at the Chandigarh Engineering College, Mohali, Punjab. I have 1.5 years of experience as an Innovation Engineer, working at Barrierbreak solutions R&D lab , where I was lead the architecture of “6by6” Android toolkit, The first Indian currency classification app for visually impaired.
My research interests lies in the broad areas of modern computer vision, 3D point clouds, convolutional neural networks and graph representation learning, especially at their intersection where I model object classification and detection networks in 3D point clouds.
Updates
2022
- 1 paper accepted at IEEE-IGRS 2022, Kuala Lumpur 2021
- 1 paper printed as arxiv preprint, “Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection”
- Defended Master’s thesis titled “Graph Attention Networks for Point Cloud Processing”
2020
- 1 paper accepted at IET Electronics Letter, “Towards Video based Collective Motion Analysis through Shape Tracking and Matching.” Electronics Letters (2020).
- Won “Three Minute Thesis” Competition held at SMU Halifax for my talk entitled “Dynamic Object Detection in 3D”.
Projects
- Poisson Grid Sampling in 3D Pointclouds.
- Point Cloud Segmentation and Clustering using RANSAC, and K-D Trees.
Courses
Saint Mary’s University
- CSCI-6671: Computer Graphics
- CSCI-6691: Special Topics in Real-Time 3D Vision
Chandigarh Engineering College
- BTCS-701: Artificial Intelligence
- BTCS-601: Simulation And Modelling
- BTCS-402: Discrete Structures
- BTCS-503: Design & Analysis of Algorithms
- BTCS-502: Relational Datbases
MOOCs
- CS224W: Machine Learning on Graphs (Stanford University)
- CS231N: Convolutional Neural Networks (Stanford University)
- CS229: Machine Learning (Stanford University)
- CMPUT 397: Reinforcement Learning (University of Alberta)
Lab Instructor
- CSCI 1228: Advanced Computer Programming and Problem Solving (Winter’20)
Teaching Assistant
- CSCI 1226: Introduction to Computer Science (Fall’19)