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Sanjay Jayalakshmi Prabakar

Mid-level Robotics Engineer specializing in surgical robotics, teleoperation, and reinforcement learning

SEED Lab, Purdue UniversityPurdue UniversityWest Lafayette, Indiana4 Years ExperienceMid LevelWorks On-Site

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About

Robotics software engineer with hands-on experience across reinforcement learning and ROS/ROS2, including a project teaching Boston Dynamics Spot to open a door by combining vision-based pose estimation with SAC-trained IK and a walking policy in MuJoCo. Previously built ROS Noetic control for surgical robots using RCM with MoveIt IK and achieved sub-0.02s latency via threading; also participated in a NASA ROS2 space simulation building rover teleop and sensor-driven mapping.

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Key Strengths

  • Integrated multiple learned sub-policies (walking + IK + vision) into a unified control system for Spot door-opening
  • Debugged real-time simulator control issues by tuning fixed step rates to match physical dynamics
  • Reduced surgical robot control latency to <0.02s using refactoring into classes, ROS subscribers, and threading
  • Strong simulation-first workflow (debugging in simulator before deploying to real robots)
  • Hands-on ROS/ROS2 integration across manipulators and mobile robots (MoveIt, URDF, Gazebo, sensors)
  • Practical experience networking heterogeneous robots across multiple laptops; mitigated latency by switching from WiFi to wired

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Experience

Research assistantSEED Lab, Purdue University · Aug 2024 – Present
Project AssistantINSPIRE, Indian Institute of Technology Madras · Dec 2022 – May 2024
Junior ResearcherSysIDEA Robotics, Indian Institute of Technology Gandhinagar · Mar 2022 – Oct 2022

Education

Purdue Universitymaster, Robotics Engineering
Vellore Institute of Technologybachelor, Electrical and Electronics Engineering (2021)

Awards

  • Best Paper Award - Advances in Robotics (2025)
  • Honorable Award - NASA Space ROS Simulation Challenge ($400, 2024)
  • 3rd Place - OpenNyAI Make-a-thon, NLP for Arbitrator appointment ($1800, 2022)
  • Best Paper Award - IEEE I-PACT 2021 ($60, 2021)
  • Best Team Work (Regional) - First Lego League Trash Trek Challenge (2015)

Skills

MATLABNeural NetworksOpenCVPyTorchPythonNumPyReinforcement LearningA*ArduinoArduino UnoComputed Torque ControlDijkstraDynamixelDynamixel MotorsFDM 3D Printing

Languages

English

Publications

1 publication

Surgical roboticsRobotics training platformsSkill evaluationAutonomy in robotic surgery

Memberships

  • IEEE

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Sanjay Jayalakshmi PrabakarMid-level Robotics Engineer specializing in surgical robotics, teleoperation, and reinforcement learning