← All work

Robotics & AI

Agricultural & experimental UAVs

Hardware development spanning an agricultural bird-deterrence drone and separate low-cost flight-control experiments.

Agricultural project at Innov8 Hub · Separate UAV R&DHardware prototypes and flight tests
Bird-deterrence drone flight testWatch on YouTube ↗

Overview

This case study brings together two distinct UAV development tracks: an agricultural bird-deterrence drone at Innov8 Hub and separate low-cost flight-control research. Both involved physical construction and flight testing, with different technical aims and project contexts.

Hardware development

For the agricultural project, I contributed to design, fabrication and flight-control work and integrated an ArduPilot-controlled siren payload. In separate low-cost UAV R&D, I led Arduino/IMU integration, complementary filtering and PID tuning, documenting flight-test iterations to improve hover stability and reduce vibration.

Development approach

The agricultural work combined airframe development with an application payload. I contributed to design, fabrication and flight-control work and integrated a siren controlled through ArduPilot, connecting the drone platform to the bird-deterrence task.

The separate low-cost research focused on Arduino and IMU integration, complementary filtering and PID tuning. I documented flight-test iterations while working on hover stability and vibration. Keeping these tracks separate makes the role of application integration in one, and flight-control experimentation in the other, clear.

Outcome

The projects produced hardware prototypes and recorded flight-test learning across agricultural payload integration and low-cost flight-control development. Together, the work spans physical fabrication, embedded integration and flight-test iteration.

Keep exploring

More projects.

All projects ↗
Zero service robot with its LiDAR scan active inside the Isaac Sim lab environment
Simulation & digital twinsAt Innov8 Hub

Zero service robot & digital twin

A service-robot model and a lab digital twin for exploring robot behaviour before fabrication.

Top 10 · NVIDIA / LycheeAI competition, 2025

ReVolt physical robot beside its laptop simulation, with a handheld controller in the foreground
Robotics & AIPersonal research · Stress Robotics

ReVolt mobile robot

A custom mobile robot developed as an accessible platform for robotics learning and experimentation.

An early SkillForge VR testing session with a headset user
Spatial computing & XRLed at Innov8 Hub

SkillForge VR

A voice-first vocational training prototype with workshop activities and a conversational AI tutor.

1st place · IEEE Metaverse Grand Challenge, 2025

Industrial asset visualisation from the Afrometry demo
Simulation & digital twinsAfrometry · Product demos

Afrometry

Industrial asset-intelligence demos connecting spatial records, inspection findings and engineering information.

An indoor space reconstructed as a 3D point-based spatial scene
Design & visualisationBest Quarters · Earlier work at Innov8 Hub

Virtual tours & 3D reconstruction

Capture-to-web virtual tours and experiments in reconstructing real spaces for immersive viewing.