Anagha Dangle

Robotics Researcher & Engineer
Anagha Dangle

I'm a first-year Ph.D. student at Johns Hopkins University, where I work with Prof. Krishna Murthy Jatavallabhula at the SciPhy Lab. I'm broadly interested in dexterous manipulation, with my current focus on leveraging tactile sensing and other active sensing mechanisms for contact-rich manipulation.

Professional

Before Hopkins, I was a Robotics Engineer at Amazon Robotics, working at the Innovation Lab on some very cool projects, which is about as specific as I can be! I received my M.S. in Robotics Engineering from Worcester Polytechnic Institute in May 2024. At WPI, I worked on context-aware dexterous manipulation, advised by Prof. Berk Calli. My thesis was supported by the Amazon Robotics Greater Boston Tech Initiative grant. I’ve also interned at several other companies and startups, which are listed in my Experience section.

Personal

Kind of obvious, but I love working with robots. I participated in ABU Robocon during undergrad, and since then I’ve worked on almost every kind of robot you can imagine (or at least it feels that way). I also love reading a lot, mostly in my native language, taking photographs, and, more recently, writing again. I like trying random art projects and new food too, and I usually do really well, if I say so myself.

I'd love to connect if you're interested in collaborating, or just want to talk research. Feel free to reach out!

News

Experience

Johns Hopkins University
Sep 2026 – Present
Ph.D. Student, Computer Science (Robotics)
Amazon Robotics
Software Development Engineer II (R&D)
Apr 2026 – Aug 2026
Software Development Engineer (R&D)
May 2024 – Apr 2026
Software Development Engineer (R&D) Intern
May 2023 – Aug 2023
Berkshire Grey
Jan 2024 – Apr 2024
Software Development Research Co-op
MER Lab, WPI
Aug 2022 – Dec 2023
Graduate Research Assistant
Hewlett Packard Enterprise
Mar 2022 – Jul 2022
Intern
Human-Centered Robotics Lab, IIT Gandhinagar
Jun 2021 – Aug 2021
Research Intern
OmniPresent Robotech
Oct 2020 – Jan 2021
Intern
Mentors: Aakash Sinha

Selected Publication

A. R. Dangle, M. P. Deshmukh, D. Boby, and B. Calli. IEEE-RAS International Conference on Humanoid Robots (Humanoids), 2024
TL;DRFramework that leverages four human-inspired dexterous picking skills for robotic manipulation in cluttered, multi-object scenes, validated through real-world grasping experiments on the Yale OpenHand gripper.
Anagha Dangle, R. Mundada, S. Gore, J. Shrungare, and H. Dalal. International Conference on Machine Learning and Data Engineering (Springer), 2022
TL;DRLearns a thermal-to-RGB colorization model and shows that colorized inputs improve downstream pedestrian detection accuracy compared to grayscale thermal baselines.

Blog

I started writing to document what I’m learning, remember the random cool things I’ve worked on, and share the kind of starting points I once looked for.

The thoughts are all mine, and, for now, the grammar is corrected with AI. As I write more, I want to rely on AI as little as I can. Writing with AI is becoming increasingly common, and I think the little flaws that make human writing human are becoming strangely rare, so I want to keep mine.

How I Organize My Research Links and Resources

A working document on keeping track of papers and research links, starting with Brave bookmarks and a searchable Google Sheets index.

Research · Organization · Automation
Read More →

Why I Decided to Write

I have thoughts, a keyboard, and some free time.

Personal · Writing · Learning
Read More →

Projects

ROBOCON 2021

Theme: Throwing Arrows into Pots

A high-agility swerve-drive robot with a flywheel-based projectile mechanism and pneumatic autoloader for throwing arrows into pots.

ROBOCON 2022

Theme: Lagori

An omni-drive mobile manipulator with a dual slider-crank parallel gripper for autonomous object detection and precision stacking.

ROBOCON 2020

Theme: Robo Rugby 7s

A synchronized ball-transfer system using a roller-flywheel mechanism for robust, high-speed handoffs between mobile robots.

ROBOCON 2019

Theme: Great Urtuu, Sharing the Knowledge

Built from scratch, an autonomous quadruped robot powered by linear actuators and designed to traverse the course without wheels like a robotic horse.

Photography