AI & Machine Learning Services for Gunnedah 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 Gunnedah 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 Gunnedah 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 Gunnedah 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 name in Australian engineering and product development, COLETEK has been serving businesses across Gunnedah, New South Wales, Australia and throughout the country since 2001. Our team of experts is dedicated to delivering innovative solutions that help businesses thrive, and we're proud to have earned our reputation as a reliable partner for companies spanning multiple industries. When you need tailored engineering and product development expertise to take your business in Gunnedah to the next level, COLETEK is here to help. Based in Gunnedah, New South Wales, Australia, we've built strong relationships with local businesses, and our experienced engineers are well-equipped to address a wide range of challenges. Whether you're looking to improve efficiency, enhance product design, or streamline operations, our multidisciplinary approach ensures that your specific needs are met. As a multidisciplinary Australian engineering and product development company, we've developed a unique capability to collaborate with businesses across various sectors. By leveraging our expertise in multiple disciplines, including mechanical, electrical, and systems engineering, we can develop comprehensive solutions that address the complex challenges faced by Gunnedah businesses. Our teams are agile, flexible, and committed to delivering high-quality results, always keeping your business goals and objectives at the forefront. In operating throughout Gunnedah, New South Wales, Australia and beyond, we've gained a deep understanding of local market conditions, regulatory environments, and industry trends. This enables us to provide businesses with tailored solutions that are not only effective but also practical for implementation. Our commitment to collaboration and mutual respect has earned us a reputation as a trusted partner for business leaders looking to drive growth, improve efficiencies, and stay ahead of the competition. So why settle for anything less than the best? Let COLETEK bring its expertise and innovative spirit to your Gunnedah-based business. Together, we can build something remarkable that drives success and sets you apart from the rest.