AI & Machine Learning Services for Millfield 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 Millfield 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 Millfield 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 Millfield 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.

In the heart of New South Wales, Australia, lies the thriving community of Millfield. As a hub for local businesses and innovators, Millfield offers an exciting landscape for entrepreneurs, manufacturers, and engineers alike. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our national reputation is built on trust, reliability, and collaboration – values that underpin our commitment to serving businesses across Millfield, New South Wales, Australia. With over two decades of experience, we've cultivated a unique capacity for problem-solving, innovation, and execution. Through a deep understanding of local industries and markets, we've earned the trust of clients throughout Australia. COLETEK is more than just an engineering company – we're a partner in success. Our team excels at delivering integrated solutions that address your specific needs, leveraging our expertise in design, development, and manufacturing. As a locally based company, we're passionate about serving businesses like yours in Millfield, New South Wales, Australia. Whether you're looking to improve operational efficiency, develop new products, or optimize existing systems, we'll work closely with you to deliver tailored solutions that meet your unique requirements. Our expertise covers a broad range of sectors and industries, making us an ideal fit for businesses seeking reliable engineering services. At COLETEK, we've built our reputation on collaboration, innovation, and reliability. We believe in forming long-term relationships with our clients, understanding their needs, and delivering exceptional results. By working closely with your team, we'll help you navigate the complexities of engineering and product development, ensuring your project is completed efficiently and effectively. As a trusted partner for businesses across Millfield, New South Wales, Australia, we're dedicated to helping you achieve your goals. Whether you're looking to establish a new presence in the market or expand an existing operation, our expertise will guide you every step of the way. We're proud to be a part of the Australian engineering landscape and look forward to serving businesses like yours.