AI & Machine Learning Services for Curragh 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 Curragh 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 Curragh 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 Curragh 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 proud member of the Australian engineering and product development landscape, we at COLETEK are committed to serving businesses across Curragh, New South Wales, Australia, with innovative solutions that drive growth and success. Established in 2001, our multidisciplinary approach has earned us a trusted national reputation for reliability, collaboration, and capability. For over two decades, we've had the privilege of working closely with local business owners and decision-makers from Curragh, New South Wales, Australia, to help them navigate complex challenges and seize opportunities. As your trusted partner in engineering and product development, we're dedicated to staying ahead of the curve through continuous innovation, strategic partnerships, and a relentless focus on delivering exceptional results. At COLETEK, we understand that every business is unique, with its own set of requirements and goals. That's why our team of experienced engineers and developers takes the time to listen carefully to your needs, providing tailored solutions that integrate seamlessly into your existing operations. Whether you're looking to improve efficiency, reduce costs, or stay ahead of the competition, our expertise can help you achieve your objectives. As a multidisciplinary Australian engineering and product development company operating throughout Australia, including Curragh, New South Wales, Australia, we're well-equipped to handle projects that span multiple disciplines. From concept design to prototype testing, manufacturing, and deployment, we've got the experience, skills, and expertise to support your business every step of the way. In our many years of serving businesses across Curragh, New South Wales, Australia, we've earned a reputation for building strong relationships with our clients. We take pride in being responsive, dependable, and committed to delivering exceptional value. Our collaborative approach ensures that you're always informed and included throughout the development process, allowing you to make data-driven decisions with confidence. Now it's your turn to partner with us. Let's build something remarkable together.