AI & Machine Learning Services for Medway 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 Medway 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 Medway 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 Medway 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.

At COLETEK, we're proud to serve businesses across Medway, New South Wales, Australia, with trusted expertise in engineering and product development. Since our establishment in 2001, our multidisciplinary team has earned a national reputation for reliability, collaboration, and capability. Based in Medway, New South Wales, Australia, we understand the unique challenges and opportunities facing local businesses. Our experienced engineers work closely with clients to develop innovative products and solutions that drive success. Operating throughout Australia, we've established long-term relationships with numerous organizations across various industries. Our extensive experience enables us to provide tailored support for businesses like yours. As a trusted partner, COLETEK is committed to helping Medway's businesses thrive. We recognize the importance of local expertise in engineering and product development, particularly when it comes to understanding the nuances of Australia's regulatory environment and market conditions. By collaborating with our team, you can gain access to cutting-edge knowledge, innovative problem-solving strategies, and a proven track record for delivering results. At COLETEK, we're passionate about building long-term partnerships that drive growth and profitability for local businesses in Medway, New South Wales, Australia. Our expertise extends beyond just engineering and product development; we also understand the importance of communication and collaboration in ensuring projects are delivered on time and within budget. When you choose COLETEK as your trusted partner, you can expect a high level of service, expertise, and dedication to your project's success. Whether you're looking to develop a new product, improve existing processes, or overcome specific industry challenges, our multidisciplinary team is committed to helping you achieve your goals.