AI & Machine Learning Services for Rockley 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 Rockley 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 Rockley 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 Rockley 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses in Rockley, New South Wales, Australia, and throughout the country. With extensive experience and innovation at our core, we're committed to delivering reliability, collaboration, and capability that sets us apart from others. Based in Rockley, New South Wales, Australia, COLETEK operates throughout Australia, serving businesses across this incredible region. Our team of expert engineers is dedicated to helping local companies like yours achieve their goals by leveraging our expertise in product development and engineering solutions. Whether you're a small to medium-sized enterprise (SME) or a larger corporation, our commitment remains the same: providing exceptional support and guidance to help you succeed. We understand that every business has unique needs and challenges, which is why we take the time to listen, collaborate, and tailor our approach to meet your specific requirements. As an innovative and forward-thinking engineering firm, COLETEK is well-equipped to handle even the most complex projects in various industries. Our expertise spans a wide range of sectors, from manufacturing and technology to aerospace and defense. We're dedicated to helping businesses in Rockley, New South Wales, Australia, stay ahead of the curve by providing cutting-edge solutions that drive growth and success. As you navigate the ever-changing landscape of your industry, COLETEK is here to support you every step of the way. Our experienced team will work closely with yours to identify opportunities, solve problems, and develop innovative products and solutions that set you apart from the competition. So why choose COLETEK for your engineering and product development needs in Rockley, New South Wales, Australia? The answer is simple: our passion is to help businesses like yours achieve their full potential. We're committed to delivering exceptional results, backed by decades of experience, innovative thinking, and a deep understanding of the Australian market. Let’s build something remarkable together.