AI & Machine Learning Services for Dungog 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 Dungog 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 Dungog 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 Dungog 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.

Located in Dungog, New South Wales, Australia, and operating throughout Australia, COLETEK is a trusted multidisciplinary engineering and product development company with over 20 years of experience. Our team of experts has built a reputation nationwide by delivering reliable solutions that drive business growth and innovation. As a proudly Australian-owned company, we understand the unique challenges faced by businesses in Dungog, New South Wales, Australia. That's why we're committed to providing tailored support that meets the specific needs of local industries. Our comprehensive approach encompasses engineering expertise, collaboration, and capability – all aimed at helping our clients achieve their goals while driving long-term success. With a strong national footprint, COLETEK has earned a reputation for delivering cutting-edge results by leveraging innovative technologies and methodologies. Our extensive experience in engineering and product development enables us to develop custom solutions that cater to the diverse needs of various industries across Dungog, New South Wales, Australia. We're proud to be the go-to partner for businesses looking to enhance their operations, reduce costs, and increase productivity. By partnering with COLETEK, you can tap into our expertise in multidisciplinary engineering and product development. Our goal is to provide seamless support that simplifies the complexities of business operation. With a deep understanding of the local market, we're well-equipped to address the distinct needs of industries in Dungog, New South Wales, Australia. When it comes to selecting the right engineering partner for your project or business initiative, consider COLETEK's trusted national reputation, extensive experience, and commitment to excellence. Based in Dungog, New South Wales, Australia, we're dedicated to supporting local businesses and driving collective success throughout Australia.