AI & Machine Learning Services for Woongarrah Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Woongarrah or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Woongarrah services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Woongarrah or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a trusted force for innovation and progress, COLETEK has been transforming industries across Australia since 2001. With offices based in Woongarrah, New South Wales, Australia, we're uniquely positioned to serve businesses throughout this region and beyond.

Your local business deserves world-class support. As a multidisciplinary engineering and product development company, COLETEK brings cutting-edge expertise to the table. Our passionate team of experts collaborates closely with clients to deliver tailored solutions that drive growth, improve efficiency, and enhance customer experiences.

Operating throughout Woongarrah, New South Wales, Australia, we take pride in our reputation for reliability, flexibility, and exceptional service. Whether you're seeking innovative products or process improvements, we stand ready to support your vision with the latest engineering tools, expertise, and passion.

We're committed to building strong relationships, fostering a culture of innovation, and staying ahead of the curve through continuous learning and development. Our extensive network of industry partners and thought leaders ensures that our clients receive cutting-edge insights, best practices, and market trends.

In Woongarrah, New South Wales, Australia, we're proud to be part of the local business landscape. By partnering with us, you can tap into a wealth of knowledge, expertise, and resources tailored to your specific needs and goals.

We're more than just engineers – we're innovators, problem-solvers, and trusted advisors dedicated to empowering your organization for success. Let our Woongarrah, New South Wales, Australia location be the catalyst for your next breakthrough.