AI & Machine Learning Services for Woolbrook 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 Woolbrook 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 Woolbrook 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 Woolbrook 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.

Coletek has been a trusted partner to businesses across Woolbrook, New South Wales, Australia and beyond for over two decades. As a multidisciplinary Australian engineering and product development company established in 2001, we have a deep understanding of the unique challenges facing local businesses and industries.

Our team of experts are dedicated to working closely with clients based in Woolbrook, New South Wales, Australia to deliver tailored solutions that meet their specific needs. We take pride in our ability to collaborate seamlessly with businesses of all sizes, from small startups to large corporations.

With a national reputation for reliability, innovation, and capability, Coletek has earned the trust of some of Australia's most respected brands. Our expertise spans multiple disciplines, including engineering design, product development, and testing – giving us the flexibility to adapt to changing market conditions and deliver results that exceed our clients' expectations.

So why partner with Coletek for your business needs in Woolbrook, New South Wales, Australia? We offer a unique combination of local knowledge, national expertise, and unwavering commitment to delivering exceptional outcomes. Whether you're looking to launch a new product, optimize existing operations, or respond to changing market conditions – we have the skills, experience, and resources to support your goals.

At Coletek, we are passionate about what we do, and we're proud of our reputation for being easy to work with. We take the time to understand your business objectives, challenges, and aspirations – and use that insight to develop tailored solutions that drive real value. So why wait? Contact us today to learn how Coletek can help your business in Woolbrook, New South Wales, Australia achieve new heights.