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MuazTahirDev/README.md

Muhammad Muaz Tahir

Robotics & UAV Autonomy Engineer
Multirotor autonomy · GPS-denied navigation · Drone swarms · Perception

ArduPilot ROS Python MATLAB OpenCV PyTorch Jetson


I build autonomous multirotors — from the airframe and flight-controller tuning up through companion-computer perception and multi-vehicle coordination. Most of my work lives where the control stack meets real hardware: sensor calibration, EKF behaviour, flight testing and the unglamorous business of finding out why an aircraft did something unexpected.

Currently working on GPS-denied navigation — optical flow and visual odometry as a fallback when GNSS degrades or disappears.


Featured Work

Project What it is
🔥 FireHawk Mk1 Autonomous wildfire-spotting quadcopter, built from scratch in Webots — custom PID stabilisation, lawnmower search, colour-based fire detection, ground-plane GPS projection
📡 Drone RF Detection Passive radar using a WiFi hotspot as illuminator of opportunity — detects a drone that isn't transmitting, via propeller micro-Doppler
🎯 UAV Precision Landing ArUco-guided descent to centimetre repeatability, including the committed final phase once the marker leaves the camera's view
🛡️ UAV Obstacle Avoidance Reactive LiDAR + ToF avoidance layered underneath GPS waypoint navigation
🗺️ Indoor GPS-Denied Navigation RTAB-Map visual SLAM feeding ArduPilot's EKF as an external nav source
👥 Human-Aware Navigation CoHAN social navigation on a PAL Tiago — planning around people, not just around obstacles
👁️ OAK-D Perception OAK-D depth + on-camera inference paired with VINS-Fusion visual-inertial odometry

Also: a 25-drone swarm system flown simultaneously in field tests, with a LoRa ground control station operating the whole fleet over a ~300 B/s link.


Technical Focus

Flight stack ArduPilot firmware and parameter configuration · EKF source selection and failsafe behaviour · sensor and ESC calibration · compass/magnetic interference diagnosis · dataflash log analysis · bench and flight testing

Autonomy GPS-denied navigation · optical flow and visual-inertial odometry · visual SLAM (RTAB-Map, VINS-Fusion) · obstacle avoidance · precision landing · multi-vehicle coordination

Perception OpenCV · PyTorch / TensorFlow · semantic segmentation · multi-object tracking · on-device inference (Jetson, OAK-D VPU)

Platforms & protocols Quadcopters 3–17 inch, hexacopters, heavy-lift, FPV · Raspberry Pi 4/5 · NVIDIA Jetson Nano / Orin Nano · MAVLink, pymavlink, MAVROS, DDS · LoRa

Languages & tools Python · MATLAB / Simulink · ROS 1 & ROS 2 · Gazebo · Webots · LaTeX


Background

MSc — Electrical Engineering, AI & Autonomous Systems Mobile Robotics · Advanced Robotics · Computer Vision · Machine Learning

BSc — Electrical Engineering

Achievements — 2nd place, Swarm Competition (AI Hackathon, Islamabad) · TEKNOFEST 2026, Rocket Category


LinkedIn Email

Popular repositories Loading

  1. cohan-tiago-human-aware-nav cohan-tiago-human-aware-nav Public

    Human-aware social navigation with CoHAN on a PAL Tiago

  2. drone-rf-detection drone-rf-detection Public

    Passive radar + broadband RF monitoring for small UAV detection (ADALM-Pluto, MATLAB)

    MATLAB

  3. firehawk-wildfire-drone firehawk-wildfire-drone Public

    Autonomous wildfire-spotting quadcopter built from scratch in Webots

    Python

  4. indoor-nav-rtabmap indoor-nav-rtabmap Public

    Indoor GPS-denied drone navigation using RTAB-Map visual SLAM

  5. MuazTahirDev MuazTahirDev Public

    GitHub profile README

  6. oakd-ros-perception oakd-ros-perception Public

    OAK-D depth + VINS-Fusion visual-inertial odometry ROS integration