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Ritika Ghosh

Junior Robotics & AI Engineer specializing in ROS2 autonomy and real-time computer vision

Dallas, USRobotics and AI engineer3 years experienceJuniorRoboticsArtificial IntelligenceComputer Vision
ScreenedReferences VerifiedIdentity VerifiedStrongly Recommended

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About

Robotics software engineer from Stanley Black & Decker’s autonomous team who built and deployed a ROS2-based model predictive control system for a commercial autonomous lawn mower, integrating real-time localization, Nav2 planning, and custom control under real-time constraints. Has hands-on field debugging experience (Foxglove, TF timing, covariance/noise tuning) to resolve issues that only appeared outside simulation, plus containerized deployment and CI/CD experience.

Experience

Robotics and AI engineerComputerVisionaries.ai
Robotics Software Engineer (Commercial Autonomous Team)Stanley Black & Decker
Simulation and Design InternSiemens Industry Software Pt. Ltd
Research AssistantThapar Institute of Engineering and Technology

Education

Northwestern Universitymaster, Robotics
Thapar Institute of Engineering and Technologybachelor, Mechatronics

Key Strengths

  • End-to-end integration of ROS2 autonomy stack (localization, Nav2 planning, MPC control)
  • Design and deployment of ROS2-based MPC controller for real-world path tracking robustness
  • Real-world debugging of navigation/control issues using logging, TF timing checks, and Foxglove
  • Localization noise/covariance tuning to stabilize controller behavior in field conditions
  • Simulation-to-field validation using Gazebo and hardware-in-the-loop testing
  • Containerized deployment and automated build/test via Docker and GitLab CI/CD
  • Experience building distributed perception pipelines with Redis/PostgreSQL synchronization

Reference Highlights

Strongly Recommended
  • Very good technical abilities in robotics software
  • Independently developed a ROS 2 package for legacy hardware
  • Strong debugging skills
  • Effective at learning from documentation
  • Work had lasting impact (others used it after she left)
  • Successfully deployed code on real robots
  • Successfully trained and deployed machine learning algorithms
  • Strong foundation for multi-robot coordination/distributed systems
  • Strong collaborator (high marks from teammates)
  • High engineering quality
  • Passion for robotics/software work
  • Would be hired again (enthusiastic rehire)
  • Familiar with ROS 2, C++, and Python
  • Developed a motion controller in C++/ROS 2

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Contact

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Languages

English

Skills

AbaqusAutomation workflowsBehavior cloningCI/CDComputer visionConstrained residual PPOControl systemsCovariance tuningC++Data associationDigital twinsDistributed systemsDockerEKFExtended Kalman Filter