About

Welcome to my website! I am a student in the Robotics Masters program at University of Pennsylvania anticipating to graduate by Spring 2021. Below you can find information about my various academic projects

Projects
RBPF SLAM

Roa-Blackwellized particle filter SLAM implemented on indoor AV using 2D LIDAR.

More
Semantic segmentation of 3D LIDAR

Deep Neural Network for segmentation of 3D LIDAR from vehicle driving scenes.

More
3D Pose Estimation

Pose estimation from images using keypoints

More
Unscented Kalman Filter

UKF implemented for estimating the roll, pitch and yaw based on IMU data

More
Navigation with RGBD Camera

Indoor mobile robot navigation by triangulation with RGBD camera and obstacle avoidance with sonar sensors.

More
Semi Autonomous Battle-bot

Remote controlled mobile robot capable of localisation using an IR beacon and autonomous navigation; programmed in embedded C

More
Deep Learning for Violence Detection

Developed video preprocessing pipeline and extracted optical flow data to train convolutional neural network to detect actions deemed to be violent from videos using PyTorch and OpenCV

More
FMT* Path planning framework for Autonomous cars

Implementation of a sampling based path planning algorithm using ROS and C++ with visualization in RViz

More
Chess Playing Robot using CV

Developed computer vision algorithm in Python using OpenCV for tracking chess pieces and move identification and integrated microcontroller platform for electromechanical control of robot arm

More
Reinforcement Learning for Gait development

Training a bipedal agent to walk by Neuroevolution. Project in Python, OpenAIGym

More
Interests