AI & Machine Learning Services for Dumaresq Island 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 Dumaresq Island 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 Dumaresq Island 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 Dumaresq Island 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 multidisciplinary engineering and product development company based in Australia, we're proud to serve businesses across Dumaresq Island, New South Wales, Australia. Since our establishment in 2001, we've built a national reputation for delivering reliable, innovative solutions that drive growth and success. Our commitment to innovation, collaboration, and capability has earned us the trust of local business owners and leaders throughout Dumaresq Island, New South Wales, Australia. We understand the unique challenges and opportunities facing businesses on this beautiful island, and we're dedicated to helping them overcome obstacles, optimize operations, and thrive in a rapidly changing environment. By partnering with COLETEK, you can tap into our extensive expertise and cutting-edge resources to develop custom solutions that meet your specific needs and goals. Our experienced engineers, designers, and product developers are passionate about creating value for local businesses like yours, whether they're based on Dumaresq Island or anywhere else in Australia. When you work with COLETEK, you can count on receiving tailored support, expert guidance, and collaborative problem-solving that addresses your unique challenges and opportunities. Our expertise spans a range of disciplines, from mechanical engineering to electronics, software design, and product development – so whether you're looking to improve operational efficiency, launch new products, or pioneer innovative technologies, we're here to help. As a trusted partner for Dumaresq Island businesses, COLETEK is committed to helping you build the future you envision. Let us leverage our knowledge, skills, and Australian expertise to support your growth, drive innovation, and deliver exceptional results.