Ananya Agarwal
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All CV AI/ML Navigation ROS Robotics Basics

QUADROTOR

Simulation and controller

Min snap trajectory controller

Min snap controller for a small quadrotor in a swarm

Skills: Mathmatical modeling, quadrotor, controller, trajectory generation, Sim2Real

DEXTEROUS GRASPING

RL Based Dexterous Grasping

RL Based Dexterous Grasping

Allegro hand with franka arm trained to pick up daily use objects.

Skills: Mujoco, Reinforcement Learning, Sim2Real

HANGMAN ASSISTANT

Franka Emika Panda Writing

Hangman Assitant

Create a ROS2 package to assist the hangman game by writing on a whiteboard and take in user guesses using a camera

Skills: ROS2, Moveit, OpenCV, Force-control

EKF SLAM

SLAM pipeline from scratch

EKF SLAM from scratch

Complete Extended-Kalman-Filter SLAM Pipeline in C++ from Scratch

Skills: ROS2/ROS, C++, CMake, SLAM, Machine Learning, Python, Wheeled Locomotion, Turtlebot

KUKA MOTION PLANNING SIMULATION

Robot Manipulation

Kuka motion planning simulation

Controller for Youbot to pick and place a block with user-specific positions and then simulate it in Coppeliasim

Skills: Kinematics, Motion Planning, Path Planning, Copilliiasim, Trajectory Generation

JACK IN THE BOX

Dynamics

Jack in the box

Simulates 2D physics of impacts on a jack in the box with external forces

Skills: Langrangian Machine Dynamics, Rigid Body Transforms, Google Colab

ROBOT PEN THEIF

OpenCV

Robot Pen Theif

Identify the location of pen using opencv, apply frame transforms and grab the pen

Skills: OpenCV, Python, Manipulation

VOICE CONTROL PICK AND PLACE

Mobile manipulator

Voice Controled pick and place

Select object of interest using voice command and perform pick and place using a manipulator arm mounted on a mobile base.

Skills: ROS1, YOLO, nav1, moveit

SELECTIVE TABLE TOP GRASPING

Deep Learning

Selective Table-top Grasping

Perform selective grasping in an cluttered environment, picking object of interest out of multiple objects

Skills: ROS1, moveit, PyTorch, Cuda Toolkit, Deep-Learning