AI & Machine Learning Services for Broughton 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 Broughton 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 Broughton 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 Broughton 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 locally invested multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to delivering exceptional solutions that empower businesses across Broughton, New South Wales, Australia. With unwavering dedication to innovation, collaboration, and reliability, we've built a trusted national reputation by consistently exceeding customer expectations. Our roots run deep in the local community, with our team based in Broughton, New South Wales, Australia, working tirelessly to support businesses in town and throughout the surrounding areas. Whether you're an established operation looking to streamline processes or a startup seeking innovative solutions to drive growth, we've got the expertise and know-how to help you succeed. At COLETEK, we don't just provide engineering services – we forge strong partnerships with our clients, taking the time to understand their unique challenges and goals. By leveraging our extensive experience in product development, we craft tailored solutions that meet your specific needs, yielding meaningful results and a competitive edge in today's rapidly evolving market. As an extension of your team, we'll work collaboratively to ensure seamless integration, providing the expertise you need without disrupting your operations. With COLETEK on board, you can rely on the collective knowledge and capabilities of our in-house experts, comprising engineers, product developers, and solution architects who share a passion for innovation and excellence. As you navigate the complexities of today's fast-paced business environment, it's reassuring to know that you have a trusted partner like COLETEK operating throughout Broughton, New South Wales, Australia. By combining local insights with national expertise, we empower businesses to build lasting success.