AI & Machine Learning Services for Coleraine 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 Coleraine 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 Coleraine 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 Coleraine 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 national engineering and product development, COLETEK has been powering innovation for over two decades. With our headquarters firmly planted in Coleraine, Victoria, Australia, we're committed to supporting local businesses across the region, just as we have successfully collaborated with industry leaders nationwide. Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company that has built its reputation on reliability, collaboration, and capability. From humble beginnings to our current status as a go-to partner for forward-thinking organizations, our dedication to delivering exceptional results remains unwavering. Throughout Coleraine, Victoria, Australia, we've worked closely with businesses to navigate the complex landscape of engineering and product development. We understand that every project presents unique challenges and opportunities; that's why we offer tailored solutions designed to meet the specific needs of each client. Our team comprises industry experts, innovators, and problem-solvers who share a passion for delivering exceptional outcomes. While some companies may specialize in software or IT services, COLETEK stands proud as an organization committed to engineering excellence. We believe that this focus is essential for driving meaningful innovation and creating products that not only impress but also exceed customer expectations. When you partner with COLETEK, you gain access to a wealth of expertise and resources that will elevate your business. Our goal is to become an integral part of your team – offering strategic guidance, technical support, and creative inspiration whenever you need it. As we continue to operate throughout Coleraine, Victoria, Australia, our clients can rely on us for unwavering commitment to their success.