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  • Brunel University London
  • London
  • 12:48 (UTC -12:00)
  • LinkedIn in/lakshan-d

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Lakshan-D/README.md
  • 🎓 MSc Electronics & Electrical Engineering — Brunel University London
  • 🔬 Research Lab Assistant — LiDAR, Drones, AGV, Sensor Fusion
  • 🌉 Building AI systems for infrastructure inspection (bridges, UAV, digital twins)
  • 🐍 Python | YOLOv8 | ROS | OpenCV | TensorFlow | PyTorch
  • 📫 lakshan.d.2108@gmail.com

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  1. uav-ekf-tracker uav-ekf-tracker Public

    Extended Kalman Filter fusing camera bearing (with distortion-corrected pinhole model) and range sensor data for continuous 3D UAV tracking. Handles detector dropout via predict-only frames. C++ (E…

    Python

  2. bim-sensor-integration-prototype bim-sensor-integration-prototype Public

    Parses a real IFC building model using ifcopenshell, overlays sensor anomaly points, and spatially matches each flagged location to its nearest structural element. Prototype of the BIM-to-sensor in…

    Python

  3. point-cloud-segmentation-infra point-cloud-segmentation-infra Public

    Geometric point-cloud segmentation pipeline for infrastructure inspection (RANSAC + DBSCAN + PCA), with defect candidate detection and an interactive Streamlit dashboard.

    Python

  4. Drone-Telemetry-Analyser Drone-Telemetry-Analyser Public

    UAV BVLOS flight telemetry evaluation system — KPI scoring against EASA SORA standards, automated anomaly detection, and sensor performance analysis. Built in alignment with the EU EARHEART project…

    Python

  5. digital-twin-dashboard digital-twin-dashboard Public

    AI-enabled digital twin dashboard for bridge infrastructure inspection — ingests UAV defect detections, maintains live asset condition model, and generates maintenance recommendations. Built in ali…

    Python