AI & Machine Learning Services for Dumaresq 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 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 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 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 in Dumaresq, New South Wales, Australia, you know how crucial it is to stay ahead of the curve and keep your operations running smoothly. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001 with a trusted national reputation for reliability and collaboration. We've spent two decades honing our expertise to support businesses like yours across Dumaresq, New South Wales, Australia, and beyond. Our team of experienced engineers and product developers is dedicated to helping you overcome challenges, seize new opportunities, and drive growth in the ever-evolving market landscape. By partnering with COLETEK, based in Dumaresq, New South Wales, Australia, you can tap into our extensive expertise, cutting-edge innovation, and commitment to excellence. We're not just a provider of engineering services – we're your trusted ally in navigating the complexities of product development and operation. In today's fast-paced environment, it takes more than just great ideas to succeed. You need the right tools, the best processes, and the expertise to bring it all together. That's where COLETEK comes in, serving businesses across Dumaresq, New South Wales, Australia, with tailored solutions that address your unique needs and goals. Whether you're looking to improve efficiency, streamline operations, or simply find new ways to stay ahead of the competition, we've got you covered. At COLETEK, we're passionate about building long-term relationships, fostering collaboration, and delivering results that exceed our clients' expectations. Our capability is built on a foundation of engineering excellence, innovative thinking, and a deep understanding of the complexities driving your Dumaresq-based business forward. We're proud to be an integral part of this community and committed to supporting local businesses and entrepreneurs in their pursuit of success. So why choose COLETEK? The answer is simple: we're local, reliable, and dedicated to helping you achieve your goals. Operating throughout Australia, including Dumaresq, New South Wales, Australia, we bring a national perspective with a deep understanding of the regional nuances that matter most to your business. When you partner with us, you can count on expert advice, innovative solutions, and unwavering support – always tailored to meet the unique needs of businesses like yours.