Anushka Satav

Anushka Satav G

Passionate robotics engineer advancing mobile robotics, sensor fusion, and autonomous systems through ROS2 development and real-world deployment.

About Me

I am a passionate, research-driven robotics engineer committed to solving real-world challenges by advancing autonomous navigation, motion planning, and robot manipulation. My current work focuses on mobile robotics, sensor fusion, state estimation, and ROS2 development, with hands-on experience deploying autonomous behaviors on ground, aerial, and aquatic robots.

I specialize in implementing Extended Kalman Filters (EKF) for multi-sensor fusion, developing control systems for mobile manipulators, and building perception-driven pipelines using computer vision and LiDAR. My research interests include localization algorithms, Sim2Real transfer, and real-time embedded systems for autonomous robots.

Recent Articles

I share technical insights on robotics, embedded systems, and autonomous navigation on Medium:

Visit My Medium Blog

Deep dives into sensor fusion, ROS2, mobile robotics, and practical deployment challenges.

Engagement & Achievements

Publications

Towards Robotic Trash Removal with Autonomous Surface Vessels

IEEE IEEE ICRA 2025 – "Robots in the Wild" Track

  • Developed autonomous USV system for trash detection
  • Integrated YOLOv8 and ROS for decision-making
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A State-of-the-Art Review on Robotics in Waste Sorting

International Journal on Interactive Design and Manufacturing (IJIDeM), May 2023

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Overview of Autonomous Vehicles and its Challenges

Techno-Societal 2022 Conference, December 2022

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Project Showcase

Sensor Fusion

Sensor Fusion for Mobile Robots (TurtleBot4)

EKF-based state estimation fusing wheel odometry, IMU, and LiDAR in ROS2. Validated under sensor drift and noise conditions.

Dec 2024 – Ongoing

VLM Project

Context Engineering VLMs as Interactive Agents

NLP final project. Structured prompts, memory systems, loop detection. Evaluated on Pokémon, Kirby, Mario, Doom II.

Jul 2025 – Dec 2025

PID Control

Motor Velocity Control using PI/PID Controllers

Mechatronics final project. Arduino-Simulink integration with encoder feedback for real-time DC motor control.

Jul 2025 – Dec 2025

Keyword Spotting

Real-Time Embedded Keyword Spotting

TinyML on Arduino Nano 33 BLE Sense. 95% test accuracy, 74% model size reduction via INT8 quantization.

Sept 2025 – Dec 2025

GitHub
Posture Detection

Real-Time Sensor-Agnostic Posture Classification

IMU-based 1D-CNN on Arduino. 92.73% accuracy with windowing, normalization, and sensor fusion.

Sept 2025 – Dec 2025

GitHub
Food Classification

Food Image Classification using CNNs

ShuffleNet V2 transfer learning. 80.3% accuracy on Food-11 dataset with only ~11K trainable parameters.

Sept 2025 – Dec 2025

GitHub
Autonomous Drone

Autonomous Drone – Rock Detection, Mapping & Landing

ROS2-based drone in PX4 Gazebo surveying cylindrical rock formations. Boustrophedon search with ArUco marker detection.

March 2025 – April 2025

GitHub
Parrot Minidrone Tracking

Parrot Minidrone – Autonomous Visual Tracking & Landing

Parrot Mambo tracking a red square on a moving robot and landing accurately using MATLAB Simulink Stateflow.

March 2025 – April 2025

GitHub
Parrot Minidrone Line Following

Parrot Minidrone – Red Line Following & Precision Landing

Parrot Mambo following a red line and landing on a circular target using image processing in MATLAB Simulink.

March 2025 – April 2025

GitHub
PitchPerfect

PitchPerfect – Real-Time AI Interview Coach (2nd Prize)

Gradio-based NLP web app for real-time mock interview feedback. Integrated whisper.cpp and Olama. Won hackathon 2nd prize.

April 2025

GitHub
Autonomous Surface Vessel

Autonomous Surface Vessel – Vision-Guided Trash Detection

Heron USV in ROS-Gazebo with YOLOv8n for trash detection. Co-authored IEEE ICRA 2025 workshop paper.

March 2025 – April 2025

GitHub
TurtleBot4

Intelligent TurtleBot4 – Voice-Guided Mobile Manipulator

ROS2 TurtleBot4 with MyCobot arm. Voice commands via Whisper.cpp, YOLOv8 perception, LiDAR/IMU, PyQt5 GUI.

January 2025 – April 2025

MyCobot Maze

Autonomous 4x4 Maze Navigation – MyCobot Pro 600

Computer vision algorithm for MyCobot Pro 600 to autonomously navigate 4x4 mazes, validated in MATLAB simulation.

November 2024 – December 2024

GitHub
Robotic Arm

B.Tech Final: Robotic Arm for Waste Sorting

4-DOF robotic arm with vacuum gripper using YOLOv7 for waste classification into recyclable categories. 200g payload.

September 2022 – November 2022

GitHub

Professional Experience

Research Volunteer

Robotics Systems & Dynamics Group Lab, Arizona State University

Dec 2024 – Present
  • Designed and implemented EKF-based state estimation fusing wheel odometry, IMU, and LiDAR in ROS2
  • Derived nonlinear motion and measurement models; validated covariance propagation and noise modeling
  • Evaluated robustness under sensor drift, noise, and different motion conditions

Research Volunteer

AAIR Lab, Arizona State University

Jan 2025 – Aug 2025
  • Explored robot motion planning pipelines in ROS and Gazebo
  • Executed MoveIt-based control tasks for manipulation

Robotics Engineering Intern

Void Robotics (Remote)

May 2023 – Nov 2023
  • Tackled robotics tasks with Arduino libraries and Nav2 for autonomous navigation
  • Debugged and wrote reliable code for ROS2 development
  • Studied ROS2 advanced, Git/GitHub from scratch, operated Linux confidently

R&D Intern

Hexagon Manufacturing Intelligence Hexagon

Feb 2023 – Sep 2023
  • FEA simulations on 10 models using MSC Apex, Nastran, and Dytran
  • Automated model building reducing creation time by 90% (20 min → under 2 min)

Education

Masters in Robotics and Autonomous Systems (AI)

Arizona State University

CGPA: 4.0/4.0 | NAMU Scholar ($10k)

Courses: AI, Robotic Systems I & II, NLP, Mechatronics, Embedded ML, Space Robotics & AI

B.Tech in Robotics and Automation

MIT World Peace University

CGPA: 9.7/10 | Silver Medalist

My Journey

Publication: Robotic Trash Removal

May 2025

Published at IEEE ICRA 2025. Poster displayed in Atlanta.

Research – Sensor Fusion Lab

Dec 2024 – Present

EKF multi-sensor fusion at ASU Robotics Systems & Dynamics Lab.

Masters at ASU

August 2024

Started with 4.0/4.0 GPA. NAMU Scholar.

Void Robotics Intern

May 2023 – Nov 2023

Autonomous navigation and ROS2 development.

Publication: Waste Sorting Review

May 2023

Published in IJIDeM (Q2 journal).

Hexagon R&D Intern

Feb 2023 – Sep 2023

FEA automation, 90% time reduction.

Publication: Autonomous Vehicles

December 2022

Techno-Societal 2022 Conference.

B.Tech Graduation

August 2019

9.7/10 CGPA, Silver Medalist, MIT WPU.