AI & Machine Learning Services for Duranbah 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 Duranbah 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 Duranbah 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 Duranbah 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 owner or technical decision-maker in Duranbah, New South Wales, Australia, you're well aware of the importance of having reliable and innovative partners that can help drive your organization forward. COLETEK, as a multidisciplinary Australian engineering and product development company established in 2001, has earned its reputation as a trusted partner for businesses across Australia, including those in Duranbah. Our team of experts is dedicated to combining their knowledge, skills, and experience to deliver exceptional results that meet your unique needs. Whether you're looking to improve operational efficiency, streamline processes, or enhance product offerings, our engineers and developers are committed to collaboration, ensuring that we work seamlessly with your business to achieve your goals. Our capabilities are vast and varied, from designing and developing cutting-edge products to providing expert consulting services. At COLETEK, we've built a strong foundation by serving businesses across Duranbah, New South Wales, Australia and throughout the nation. We understand the local market, its challenges, and opportunities. As a result, our team has developed in-depth knowledge of the industries they serve, allowing us to provide tailored solutions that cater to your specific needs. As a trusted partner, we're committed to delivering high-quality results that exceed expectations. Our dedication to innovation, reliability, and collaboration sets us apart from other engineering and product development companies. We take pride in our work, ensuring that every project is executed with precision, attention to detail, and a passion for creating value-added solutions. If you're looking for a partner who can support your business in Duranbah, New South Wales, Australia, look no further than COLETEK. With our experience, innovation, and national reputation, we're the right choice for businesses seeking engineering excellence. Contact us today to learn more about how we can help drive your organization forward.