Rutwik Kulkarni

Rutwik Kulkarni Email and Phone Number

Worcester, MA, US
Rutwik Kulkarni's Location
Worcester, Massachusetts, United States, United States
About Rutwik Kulkarni

I am a Master's student in Robotics Engineering at Worcester Polytechnic Institute with a deep interest in Robot Perception, Computer Vision, Motion Planning, and Machine Learning. My journey in robotics began with a Bachelor's in Mechanical Engineering from the KK Wagh Institute of Engineering Education and Research in India, where I led Team Vector in the ABU Robocon competition.At WPI, I am a Graduate Researcher at the Perception and Autonomous Robotics (PeAR) Lab, developing a Hardware-In-the-Loop (HIL) UAV simulation framework that merges real quadrotor physics with virtual environments. Additionally, I am working on classical and machine learning approaches to solve perception problems for micro-aerial vehicles. My research focuses on advancing robotic perception and autonomy.My software development experience includes working as a Robotics Software Engineer at Armstrong Dematic, where I developed navigation pipelines for Autonomous Mobile Robots (AMRs), optimizing them for advanced indoor logistics. My role involved system integration, troubleshooting with ROS/ROS2, and implementing algorithms for robot localization and path planning.I aspire to build and work on intelligent and autonomous robots with the vision of freeing humans from laborious industrial tasks, allowing them to focus more on creative endeavors. With this vision in mind, I aim to make meaningful contributions to the field of robotics.

Rutwik Kulkarni's Current Company Details
Worcester Polytechnic Institute

Worcester Polytechnic Institute

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Researcher
Worcester, MA, US
Rutwik Kulkarni Work Experience Details
  • Worcester Polytechnic Institute
    Researcher
    Worcester Polytechnic Institute
    Worcester, Ma, Us
  • Worcester Polytechnic Institute
    Graduate Researcher
    Worcester Polytechnic Institute Dec 2023 - Present
    Worcester, Massachusetts, United States
    - Built VizFlyt, an open-source perception-centric Hardware in the Loop (HIL) testing framework for drones, which utilizes pose updates from an external localization system to emulate photorealistic, real-time visual sensors (RGB-D) using 3D Gaussian Splatting rendering technique. - Developed high-fidelity digital twins of more than 15 indoor/outdoor test scenes to facilitate complex environment testing by fine-tuning Structure from Motion and 3D Gaussian Splatting (3DGS) pipelines.- Engineered the System Architecture to run at over 100 Hz using the ROS2 framework, enabling seamless real-time integration of components such as a custom-built aerial robot, Vicon Motion Capture system, and Jetson Orin Nano.- Validated the framework by performing key tasks in perception and navigation including SLAM, 6D Pose Estimation, Object Detection and Segmentation, High-Speed Obstacle Avoidance (5m/s), Optical Flow Estimation, etc.- Implemented a robust collision detection system by generating a 3D occupancy voxel grid map from a point cloud of the 3DGS environment and employing radius-based collision checks.- Deployed Visual-SLAM algorithms (DROID-SLAM, DPVO, etc.) for monocular and stereo camera cases on an aerial robot in complex environments and conducted a comparative analysis using ATE and RPE RMSE evaluation metrics.
  • Armstrong Dematic
    Robotics Software Engineer
    Armstrong Dematic Jun 2022 - Dec 2022
    Nashik, Maharashtra, India
    - Developed software in collaboration with a cross-functional team to implement a navigation pipeline for an Industrial AMR using ROS2, optimized for carrying payloads up to 1000 kgs and maneuvering at 2 m/s.- Improved system integration by running compatibility checks and troubleshooting AMR components such as LiDAR, IMU, and BLDC motors, reducing downtime by 25 percent. - Developed ROS2 drivers and implemented hardware interfaces, utilizing various APIs for peripheral device communication with the robot. - Enhanced system reliability by deploying and tuning AMCL for accurate robot localization, Gmapping for laser-based SLAM, and A-star and DWA for global and local path planning, leading to increased route precision.
  • Rucha Yantra Pvt. Ltd.
    Graduate Apprentice Trainee (Design)
    Rucha Yantra Pvt. Ltd. Sep 2021 - Dec 2021
    Aurangabad, Maharashtra, India
    Worked in Research and Development under the direct supervision of the Sr Design & Development Engineer.Completed tasks on Projects such as - 1. Material handling system development by manual and automated mode 2. Sensor Integration and charging dock design. 3. Feasibility study and process categorization for manufacturing of automotive components.

Rutwik Kulkarni Education Details

Frequently Asked Questions about Rutwik Kulkarni

What company does Rutwik Kulkarni work for?

Rutwik Kulkarni works for Worcester Polytechnic Institute

What is Rutwik Kulkarni's role at the current company?

Rutwik Kulkarni's current role is Researcher.

What schools did Rutwik Kulkarni attend?

Rutwik Kulkarni attended Worcester Polytechnic Institute, K.k.wagh Institute Of Engineering Education & Research, Fravashi International Academy.

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