My research lies at the intersection of Robotics, Computer Vision, and Machine Learning. I work on developing learning-based methods for manipulation with soft and hybrid robotic arms, focusing on dexterous control in cluttered and unstructured environments. I also work on tactile‑centric policies for manipulation for vision‑free exploration and object reconstruction for rigid arms and anthromorphic hands. This work finds use in many applications such as autonomous harvesting, human assistive devices, medical imaging, underwater exploration, manufacturing and more!
A deep learning-based visual servoing framework enabling robust 3D positioning of soft continuum arms, achieving sub-2 cm translation error and sub-0.25 rad rotation error in structured settings.
Extending visual servoing to hybrid continuum manipulators in cluttered, unstructured scenes, combining vision and modeling for robust pose control.
Patents
System for Translating Indian Sign Language into a Common Language and a Method Therefore Shivani K. Kamtikar, Esha Gavali, Ayeshatasnim Hannure, Urvi Lendhe, Dr. Anagha Kulkarni
The Patent Office, Government Of India certificate