AI & Machine Learning Services for Glenridding 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 Glenridding 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 Glenridding 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 Glenridding 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.

In the heart of New South Wales, Australia's beautiful countryside, you'll find Glenridding – a thriving community surrounded by rolling hills and scenic landscapes. For businesses looking to establish a solid footing in this region, you need a trusted partner that can help you overcome engineering challenges and drive innovation forward. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience under our belt, we've built a reputation for delivering reliable, collaborative solutions that exceed client expectations. As a national organization with a strong presence throughout Australia, including Glenridding, New South Wales, Australia, we understand the unique needs and challenges faced by businesses in this region. Our experts work closely with local business owners to address their specific requirements, leveraging our cutting-edge capabilities and expertise in engineering and product development. At COLETEK, we're committed to supporting businesses across Glenridding, New South Wales, Australia, and beyond. We take pride in being a valued partner for companies that share our passion for innovation and collaboration. Our team is dedicated to helping you overcome the technical hurdles preventing your business from reaching new heights. By leveraging our expertise, you can focus on what matters most – growing your operations and serving your customers. As a trusted engineering and product development company based in Glenridding, New South Wales, Australia, we're proud of our national reputation for delivering exceptional results. Our capabilities extend far beyond the boundaries of this picturesque region, but our roots are firmly planted here, allowing us to appreciate the unique aspects of local business environments. Whether you're looking to prototype a new product, optimize your manufacturing processes, or overcome technical challenges, COLETEK is here to help. So why choose COLETEK as your trusted partner in engineering excellence? Because we're more than just an innovative solutions provider – we're a partner that truly understands the needs of Glenridding's thriving business community. By working with us, you can count on receiving tailored support from our experts who are committed to helping local businesses like yours succeed. Let’s build something remarkable together.