AI & Machine Learning Services for Caerleon 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 Caerleon 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 Caerleon 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 Caerleon 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 the thriving community of Caerleon, New South Wales, Australia continues to grow and evolve, businesses in this charming region are increasingly seeking partners who can help them stay ahead of the curve. For over two decades, COLETEK has been that partner for numerous Australian organizations – a multidisciplinary engineering and product development company with a proven track record of delivering exceptional results. With our operational hub based in Caerleon, New South Wales, Australia, we take pride in being locally rooted yet nationally connected. Our team is dedicated to fostering strong relationships with the community, ensuring that our clients benefit from a unique blend of regional understanding and national expertise. By working closely together, we help businesses across Caerleon, New South Wales, Australia unlock their full potential through innovative solutions that drive growth, improve efficiency, and enhance customer satisfaction. COLETEK's commitment to reliability, collaboration, and capability has earned us a trusted reputation throughout the nation. We've built our reputation on delivering high-quality outcomes for clients from diverse industries – from manufacturing and construction, to healthcare and technology. By leveraging our collective expertise, we support businesses in Caerleon, New South Wales, Australia as they strive to achieve their strategic objectives. For many years, COLETEK has served as a trusted partner for organizations seeking tailored engineering and product development solutions that cater specifically to the needs of Caerleon, New South Wales, Australia. We're proud to be an integral part of this region's growth story – helping local businesses navigate change, seize opportunities, and thrive in the process. Now more than ever, businesses in Caerleon, New South Wales, Australia are seeking partners who can help them respond effectively to the demands of a rapidly evolving marketplace. Whether you're looking to enhance your existing operations or launch new initiatives, COLETEK is well-positioned to support your organization's ambitions – leveraging our national capabilities and local expertise to deliver results that make a tangible difference.