Looking for a job

Rongcheng Wu

@rongchengwu

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I build production industrial computer vision and edge AI systems for 3D inspection and safety.

Australia

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What I'm looking for

I'm looking to build and deploy industrial computer-vision and edge-AI systems, taking work from prototype through field-ready production with software, hardware, platform, and domain teams.

At Zabidou, I build production machine-vision systems for industrial inspection, combining NVIDIA Jetson deployment, 3D point-cloud reconstruction, line-scan laser sensing, object tracking, and anomaly detection.

At the University of Technology Sydney, I engineered industrial CV systems from data capture through deployed services, including six-stream worker-safety analytics, 30+ FPS edge inference, and stereo-vision pipelines. I also built production monitoring workflows with telemetry, alerting, failure recovery, and stakeholder reporting.

I develop practical 3D and edge-vision pipelines, from camera and sensor calibration through model evaluation, TensorRT/ONNX optimisation, and field deployment. My projects include Jetson point-cloud reconstruction, real-time production-line inspection, laser 3D measurement, and on-device livestock tracking.

My depth and stereo work is backed by first-author publications in AAAI and IJCV. I also bring data-engineering experience from Charles Darwin University, where I built Power Automate workflows and dbt/SQL pipelines for governed reporting and operational analytics.

Experience

Work history, roles, and key accomplishments

Computer Vision Engineer / Machine Learning Engineer

Zabidou

Mar 2026 - Sep 2026 (6 months)

Building production machine-vision systems for industrial inspection, including NVIDIA Jetson edge deployment, 3D point-cloud reconstruction, line-scan laser/depth sensing, and production-line object tracking/anomaly detection. Owns camera/sensor integration, calibration, model training, runtime optimization, and field-ready reporting.

Python C++PyTorch OpenCV NVIDIA Jetson TensorRT Onnx Point Clouds SFM Stereoscopy LiDAR Line Scan Laser Calibration Object Tracking Anomaly Detection Docker fastAPI SQL DBT Power BI

Research Engineer – Industrial Computer Vision

University of Technology Sydney

Sep 2021 - Mar 2026 (4 years 6 months)

Engineered industrial CV systems from data capture to deployed services, including 6-RTSP-stream worker-safety analytics, 30+ FPS edge inference, and 3D/stereo vision pipelines. Built reliable production workflows around camera streams, model evaluation, service/edge deployment, telemetry, alerting, and stakeholder-facing reporting.

Python C++PyTorch OpenCV RTSP YOLO Pose ByteTrack GCN Edge inference 3D Vision Stereoscopy Docker fastAPI REST WebSockets SQL Power BI

Research Data Engineer – Workflow Automation and Analytics

Charles Darwin University

Jun 2025 - Dec 2025 (6 months)

Built automated operational workflows with Power Automate and data-engineering pipelines with dbt/SQL, covering ingestion, transformation, validation, refresh scheduling, and Power BI reporting. Applied deep learning models to healthcare analytics research, including data preprocessing, model training, and manuscript preparation.