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Abhinav Thakare

Engineer + Roboticist, Mechanism Designer, Simulator, Controls Engineer, and Developer

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Hi there

I’m Abhinav, a mechanical engineering student at BIT Mesra focused on robotics, mechanism design, and control. I work where free-body diagrams meet solvers — continuum and compliant mechanisms, topology optimisation, and vision-guided closed-loop control. Most recently I’ve been a research intern at IIT Delhi designing a tendon-actuated surgical end-effector.

Before that: piping-systems analysis at L&T, database engineering at Bluestock, and open-source tooling for the ROS ecosystem. All my code lives on GitHub, and you can grab my résumé. I’m always down to talk robotics, so feel free to drop me a line.

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Abhinav Thakare

4-DOF surgical end-effector (IIT Delhi)

A low-cost, tendon-actuated branched wrist for minimally-invasive surgery, inspired by the da Vinci EndoWrist — closed-form forward/inverse kinematics, workspace & manipulability analysis, and a Simscape Multibody control pipeline.

3D-printed tendon-actuated surgical end-effector
Topology optimisation density fields and curves

Topology-optimised compliant mechanisms

Displacement-amplifying flexures synthesised via SIMP topology optimisation with first-principles adjoint sensitivities — 10× amplification, validated in COMSOL and FDM-printed prototypes (<5% deviation).

Monocular visual odometry

Recovering a camera's trajectory from a single moving camera — feature tracking and essential-matrix decomposition in a lightweight, deep-learning-free pipeline tuned for constrained hardware.

Estimated vs ground-truth camera trajectory
Dynamic Window Approach local planner avoiding obstacles

Dynamic Window Approach planner

A real-time local planner for a differential-drive robot — it samples feasible velocity commands inside the dynamic window, rolls each one out, and scores it on heading, obstacle clearance and speed to steer smoothly around obstacles toward the goal. Written in C++.

Particle-filter localization (MCL)

Monte Carlo Localization on a known occupancy-grid map — a cloud of particles tracks the robot's pose from odometry and laser scans, resampling toward the high-likelihood hypotheses until it converges on the true pose. Built in C++ with ROS and RViz.

Particle filter localization converging on a map
Continuum robot — mechanism and tracking results

Controlling a tendon-driven continuum robot

Closed-loop control of a soft, continuously-bending manipulator — a Kirchhoff-rod (Elastica) BVP solved with Brent's shooting nested in a Newton-Raphson inverse solver, closed with 30 Hz ArUco tracking for <0.5 mm accuracy. Currently in active development.

Computer Science

Beyond hardware — full-stack platforms, real-time systems, and DevOps I've shipped end to end.

DocOps — multi-agent RAG platform

A self-hosted, multi-agent RAG platform for querying scattered engineering docs — planner/verifier agents, hybrid retrieval (pgvector + BM25, cross-encoder reranked), deployed on Kubernetes with a GitHub Actions CI/CD pipeline.

DocOps architecture and interface
YouLearn application screenshot

YouLearn — adaptive learning platform

A full-stack platform turning YouTube playlists into structured, distraction-free courses — Next.js + Prisma/MongoDB, dual-auth (Google OAuth + credentials), 100+ video playlists ingested in under 3s.

Chattyply — real-time chat + DevOps

A MERN real-time chat platform (Socket.IO, sub-100 ms delivery) with a 12-manifest Kubernetes spec, Jenkins CI/CD shipping in under 5 min, and a custom Nginx reverse proxy for WebSocket upgrades.

Chattyply application screenshot

Experience & internships

IIT Delhi

May 2026 — Present
Research Intern — Dept. of Mechatronics · New DelhiDesigning a low-cost, tendon-actuated 4-DOF surgical end-effector (da Vinci EndoWrist-inspired); derived closed-form forward/inverse kinematics and built a Simscape Multibody control pipeline with a live 3D MATLAB GUI.

Larsen & Toubro (L&T)

May 2025 — Jun 2025
Summer Intern — Plant & Piping Engineering · Vadodara, GujaratAnalysed constraint propagation and load distribution across industrial piping networks under safety-critical limits; mapped end-to-end process workflows, control dependencies, and failure points.

Bluestock Fintech

Apr 2025 — Aug 2025
SDE Intern — Team Lead, Database Management · RemoteLed a team of 4–6 engineers on database schemas and data-pipeline integrity; reviewed PRs, resolved data-consistency bugs, and optimised SQL queries across backend pipelines.

Open Robotics (ROS)

Sep 2024 — Apr 2025
Open-Source Contributor — Tooling & CI/CD · RemoteContributed file-management utilities and pipeline automation to the ROS ecosystem; participated in CI/CD reviews, improving build reliability and test coverage.

Publications & research

Monocular Visual Odometry

Publication-ready
Indexed on Google Scholar · ORCIDA lightweight, deep-learning-free pipeline that recovers a camera’s trajectory from a single moving camera through feature tracking and essential-matrix decomposition — written up and prepared for citation.

Beyond the lab

Gaming

Classic and story-driven games — Call of Duty, Mario, the GTA series (100% completion), Prototype, and plenty more.

Reading

Mostly fiction with some biographies — Percy Jackson, The Blade Itself, The Count of Monte Cristo, Sapiens, and a growing shelf.

Manga & light novels

200+ series and counting — a long-running habit across genres.

Music

Trained in piano and guitar (on pause since college). I listen widely — The Weeknd, Arijit Singh, Nusrat Fateh Ali Khan, and nightcore.

Chess

Peak rating around 1600 — picking it back up when the solver runs are compiling.