AI & Machine Learning Services for Duroby 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 Duroby 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 Duroby 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 Duroby 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 based in Duroby, New South Wales, Australia, you understand the importance of finding reliable partners to help your organization thrive. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for trusted innovation. Operating throughout Duroby, New South Wales, Australia, and beyond, our team is committed to delivering tailored solutions that meet the unique needs of local businesses like yours. With extensive experience in serving industries and companies across various sectors, we're well-equipped to handle complex problems and drive results. One of the key reasons COLTEK has built a strong national reputation is our emphasis on collaboration. We take the time to understand your business objectives, goals, and challenges before providing expert guidance and support. Our team works closely with you to identify opportunities for growth, improve processes, and enhance overall performance. Whether you're seeking to increase efficiency, reduce costs, or improve product development, we're here to help. As a local company serving businesses across Duroby, New South Wales, Australia, we're committed to staying at the forefront of innovation in engineering and product development. Our team stays up-to-date with the latest technologies and trends, ensuring our clients have access to cutting-edge solutions that drive real value. By combining our strengths, expertise, and national reputation, COLETEK is uniquely positioned to support businesses like yours across Duroby, New South Wales, Australia. Whether you're looking for a trusted partner to help you navigate complex challenges or achieve your long-term goals, we're here to serve as a reliable ally. So why not take the first step towards achieving remarkable results? Let us be your go-to resource for engineering and product development solutions in Duroby, New South Wales, Australia. Get started today!