AI & Machine Learning Services for Ringwood 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 Ringwood 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 Ringwood 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 Ringwood 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 business leader in Ringwood, New South Wales, Australia, you understand the importance of innovation and reliability to drive success. For more than two decades, COLETEK has been dedicated to delivering world-class engineering and product development solutions to organizations throughout Australia. Our multidisciplinary approach allows us to tackle complex challenges head-on, empowering businesses like yours to stay ahead of the curve. COLETEK's roots date back to 2001, when we first established our presence in Australia as a trusted provider of advanced engineering and product development services. From Ringwood to major cities across the country, our team has supported countless businesses in various industries, helping them address specific pain points and seize opportunities for growth. Our reputation for reliability, collaboration, and capability has earned us national recognition as a go-to partner for organizations seeking expert advice and bespoke engineering solutions. As you navigate the ever-evolving landscape of the Australian business community, it's crucial to surround yourself with trusted advisors who can help you overcome obstacles and capitalize on emerging trends. COLETEK is proud to serve businesses operating in Ringwood, New South Wales, Australia, offering tailored support that addresses your unique needs and challenges. By partnering with us, you gain access to a pool of talented engineers and experts who possess the knowledge and expertise to tackle complex projects. Our collaborative approach ensures seamless communication, allowing us to effectively integrate your business objectives into our engineering solutions. Whether it's prototyping innovative products, optimizing operations, or developing cutting-edge technologies, COLETEK is well-positioned to help you succeed in the competitive Ringwood market. At COLETEK, we're committed to empowering local businesses like yours with the resources and expertise needed to flourish. We understand that each organization has its own distinct story, challenges, and goals – which is why we take a personalized approach to our services. By leveraging our collective expertise, you can trust that you'll receive tailored solutions that drive real results for your business.