AI & Machine Learning Services for Hamilton 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 forHamilton 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 Hamilton 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 forHamilton 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.

At COLETEK, we've spent two decades honing our expertise in engineering and product development, earning a reputation as one of Australia's most trusted multidisciplinary companies. Established in 2001, we're proud to serve businesses across Hamilton, New South Wales, Australia, and throughout the country. Our team is dedicated to helping local organizations like yours overcome challenges, seize opportunities, and drive innovation. As a respected national player, we bring unparalleled experience and capability to the table. Whether you're seeking strategic guidance, product development expertise, or reliability-driven engineering solutions, COLETEK has the depth and breadth of knowledge to support your success. What sets us apart is our passion for collaborating with businesses like yours – understanding your unique needs, challenges, and goals. We take pride in fostering long-term relationships built on trust, communication, and mutual respect. Our commitment to exceptional customer service means you can count on us to deliver high-caliber solutions that meet the demands of a rapidly changing market. As we've grown alongside the Australian business landscape, we've developed strong ties with industries across Hamilton, New South Wales, Australia. From manufacturing and logistics to healthcare and technology, our expertise spans multiple sectors, enabling us to provide tailored support to organizations of all sizes and complexity. At COLTEK, we empower local businesses to achieve greater heights by harnessing the power of engineering and product development. Our team is poised to bring value to your organization – leveraging their collective expertise in areas such as design, prototyping, testing, and manufacturing. Whether you're seeking to drive change, capitalize on market trends, or simply improve operational efficiency, we've got your back. Our unwavering commitment to excellence has earned us a reputation for reliability, integrity, and innovation throughout Australia. And as your trusted partner, COLETEK stands ready to invest in the success of businesses across Hamilton, New South Wales, Australia – partnering with organizations that share our passion for growth, improvement, and making a meaningful impact.