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pgeedh/README.md
Pruthvi Geedh. Robotics engineer solving real-world deployment problems. Animated Tadashi robots: arms stacking, Spot dragging a tyre, a G1 humanoid and a delivery drone.

Website LinkedIn X Substack

Neuracore RCA Robotics Lab Bristol Robotics Lab Univ. of Bristol Univ. of Mumbai

About

I'm a robotics engineer focused on solving real-world deployment problems. Physical AI is advancing fast, but almost none of it reaches a real factory floor. The gap between a model that works in simulation and a robot that works in production is where I work: VLA models, world models, SLAM and navigation. I lead solutions engineering at Neuracore and founded ARTHÉ, an open-source robotics community.

No hype: real deployments, real failures, and what I learned fixing them.

Join ARTHÉ on LinkedIn
Can you operate robots? 3 missions, 3 tasks: a nuclear plant leak with a humanoid, a biohazard lab with two Franka arms, a Mars sample return with a Husky rover. Click to play.

Highlights

Research tooling · LaTeX · AI

The research operating system for robotics. Find new papers from arXiv, ask any paper a question and get cited answers, organise your reading list, and write your own in a LaTeX editor with inline AI commands. The hero art on this profile is Tadashi's own home-page robots.
MediaPipe · RTMPose · computer vision

Open-source bike fitting from a 30-second phone video. It tracks your joints through every pedal stroke and returns measured angles with confidence ranges and a ranked plan for saddle, reach and bars. Free, private and fully offline.
Gemini Robotics ER 2.0 · VLA 2.0 · ROS 2

A developer cookbook for Google DeepMind's Gemini Robotics: 31 prompt cards for spatial grounding, grasping, motion planning and safety, a ROS 2 bridge, and the official benchmarks. Translated into 4 languages.
Hugging Face · PyTorch · robot learning

Open pull requests to Hugging Face's LeRobot evaluation pipeline: persisting recorded datasets across batched evals and adding provenance metadata to eval results. Also contributing fixes to VLA-Adapter.
More projects
Project What it does
GemmaSense Hybrid edge-cloud vision-language system: on-device PaliGemma 2 escalating to Gemini when confidence drops
Open-ENPIRE-Gripper Open design of NVIDIA's ENPIRE compliant gripper, adapted to other robot arms (Robotiq Hand-E, OpenArm)
WorldLab Robotics Examples Photorealistic digital-twin environments for robot training, generated with World Labs
Reachy-Mini · Gemini + PersonaPlex An empathetic desktop robot with Gemini vision, voice wake-words and 15+ physical expressions
mujoco-playground Play three robots in the browser: G1 humanoid, bimanual Franka stacking and a Husky on Mars, scored like a benchmark
UPenn Robotics Specialization Aerial robotics, perception, estimation, planning and mobility coursework

Work with me

Research collaboration, talks and partnerships, or a mentoring call.

Book a call Email me

Pinned Loading

  1. GeminiRobotics-InsightHub GeminiRobotics-InsightHub Public

    Python 3

  2. WorldLab-RoboticsExamples WorldLab-RoboticsExamples Public

    WorldLab Robotics Examples is the definitive resource for bridging the gap between Generative AI and Embodied Intelligence.

    Python 5

  3. Awesome-Umi Awesome-Umi Public

    HTML 1

  4. Open-ENPIRE-Gripper Open-ENPIRE-Gripper Public

    Democratizing the NVIDIA ENPIRE compliant gripper design for diverse robot arms and physical AI research.

    Python 9 1