AI & Machine Learning Services for Dungay 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 Dungay 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 Dungay 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 Dungay 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 Dungay, New South Wales, Australia, you're likely looking for a reliable partner to support your organization's growth and innovation. Since 2001, COLETEK has been just that – a multidisciplinary Australian engineering and product development company serving businesses across the region, including those based in Dungay, New South Wales, Australia. With over two decades of expertise, we've established ourselves as a trusted name in the industry, renowned for our innovative approach to engineering and product development. Our team is dedicated to collaborating with clients like yours to deliver custom solutions that meet their unique needs. Whether you're looking to enhance your operations, improve your market competitiveness, or simply find ways to reduce costs and increase efficiency, COLETEK has the capability and expertise to support you. As a local business ourselves, we understand the importance of building strong relationships with our clients in Dungay, New South Wales, Australia. That's why we're committed to making it easy for you to work with us. Our team is based in Dungay, New South Wales, Australia and operates throughout the region, allowing us to keep costs low while still delivering high-quality solutions. We're not just a national company operating in Dungay, New South Wales, Australia – we're your local partner with a deep understanding of the community. At COLETEK, we take pride in our ability to break down complex problems into manageable parts and develop feasible solutions that deliver real value to our clients. Our expertise spans multiple disciplines, enabling us to tackle projects that require a diverse range of skills and knowledge. We're not just engineers – we're product developers who turn ideas into reality. So why choose COLETEK as your trusted partner in Dungay, New South Wales, Australia? Because we offer more than just engineering services – we offer reliability, collaboration, and capability. Our solutions are designed to meet the unique needs of businesses like yours, no matter where you're located. Whether you need support with product development, process optimization, or project management, we've got you covered. So why wait? Let's work together to build something remarkable. Let’s talk about your challenges and opportunities, and see how our expertise can help drive your business forward. As a local company in Dungay, New South Wales, Australia, we're committed to delivering results that meet the highest standards – and exceed your expectations.