AI & Machine Learning Services for Dubbo West 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 Dubbo West 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 Dubbo West 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 Dubbo West 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 national engineering and product development company established in 2001, COLETEK is proud to serve businesses across Dubbo West, New South Wales, Australia. Our multidisciplinary team of experts combines innovative thinking with technical know-how to deliver reliable solutions that drive results for our clients. With over two decades of experience, we've earned a reputation as a go-to partner for companies seeking comprehensive support. Based in Dubbo West, New South Wales, Australia, COLETEK is operationally flexible and able to adapt swiftly to meet the unique needs of local businesses. Our engineers and product developers work closely with clients from various sectors, including manufacturing, healthcare, energy, and more, to create tailored solutions that address their specific challenges. Whether you're seeking optimization expertise or looking for innovative product design, our team is dedicated to delivering exceptional outcomes. COLETEK's extensive experience working with businesses in Dubbo West, New South Wales, Australia has prepared us well for the complexities of today's fast-paced, dynamic marketplaces. By embracing a collaborative mindset and leveraging our collective knowledge, we foster strong relationships built on trust, open communication, and shared goals. This approach enables us to tailor our services to meet the unique needs of each client, ensuring that our solutions truly deliver. As a forward-thinking company with a national reputation for excellence, COLETEK is committed to staying ahead of the curve in engineering and product development. Our expertise spans multiple disciplines, allowing us to seamlessly integrate various technologies, processes, and systems. Whether you're looking to streamline operations, develop new products, or enhance your overall competitiveness, our team is well-equipped to provide the support you need. At COLETEK, we believe that local businesses are the backbone of a thriving community, and we're dedicated to helping them succeed. Operating throughout Dubbo West, New South Wales, Australia, and beyond, we're always seeking new opportunities to partner with visionary leaders and entrepreneurs who share our passion for innovation and growth.