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
Deep Neural Network for segmentation of 3D LIDAR from vehicle driving scenes.
MoreUKF implemented for estimating the roll, pitch and yaw based on IMU data
MoreIndoor mobile robot navigation by triangulation with RGBD camera and obstacle avoidance with sonar sensors.
MoreRemote controlled mobile robot capable of localisation using an IR beacon and autonomous navigation; programmed in embedded C
MoreDeveloped 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
MoreImplementation of a sampling based path planning algorithm using ROS and C++ with visualization in RViz
MoreDeveloped computer vision algorithm in Python using OpenCV for tracking chess pieces and move identification and integrated microcontroller platform for electromechanical control of robot arm
MoreTraining a bipedal agent to walk by Neuroevolution. Project in Python, OpenAIGym
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