AI & Machine Learning Services for Hamilton North 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 Hamilton North 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 North 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 Hamilton North 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to delivering unparalleled results for businesses located in Hamilton North, New South Wales, Australia. With our extensive experience, innovative approach, and national reputation for reliability, we're uniquely poised to support the growth and development of local companies. Based in Hamilton North, New South Wales, Australia, our team operates throughout the region, offering engineering and product development expertise that's tailored to meet the specific needs of businesses in this area. We understand the unique challenges and opportunities that exist in Hamilton North, New South Wales, Australia, and we're dedicated to leveraging our capabilities to drive success for local companies. At COLETEK, we believe that a collaborative approach is essential for building strong relationships with our clients. Our multidisciplinary team of engineers and product development professionals work closely with businesses across Hamilton North, New South Wales, Australia to identify opportunities, solve complex problems, and create innovative solutions that meet their unique needs. Whether you're looking to improve operational efficiency, develop new products or services, or enhance customer experiences, we have the expertise and capability to help. With a strong focus on reliability and a deep understanding of the challenges faced by businesses in Hamilton North, New South Wales, Australia, we've established ourselves as a trusted partner for companies seeking engineering and product development support. Our commitment to delivering exceptional results, combined with our national reputation for trustworthiness, makes us an ideal choice for local businesses looking to drive growth and development. So why wait? Let us leverage our expertise, innovation, and experience in Hamilton North, New South Wales, Australia to help your business thrive. Contact us today to learn more about how we can support your goals and objectives.