AI & Machine Learning Services for Chepstowe 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 Chepstowe 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 Chepstowe 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 Chepstowe 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is dedicated to helping businesses across Chepstowe, Victoria, Australia thrive through reliability, collaboration, and capability. With our national reputation built on trust and innovation, we provide tailored support for industries throughout the region.

At COLETEK, we take pride in operating from our base in Chepstowe, Victoria, Australia while serving clients nationwide. Our team of engineers, product development experts, and strategists work closely with businesses to craft solutions that meet their unique needs and drive success. By partnering with us, you gain access to the expertise, resources, and market insight required to stay ahead in today's fast-paced economy.

Throughout Chepstowe, Victoria, Australia, businesses recognize the value of COLETEK's long-standing presence, deep understanding of local industries, and commitment to innovation. From product design and development to testing and manufacturing, we offer end-to-end support that empowers companies to build upon their strengths and overcome challenges.

Whether you're seeking customized solutions for your Chepstowe-based business or requiring assistance for projects spanning across Australia, COLETEK is here to help. Our expertise spans multiple disciplines, allowing us to tackle complex problems with precision and versatility. With our guidance, companies in Chepstowe can focus on what matters most: growing their operations, innovating, and staying competitive.

COLETEK's foundation lies in the engineering and product development principles that have guided our success since 2001. As a trusted partner for businesses throughout Australia, we're dedicated to serving the diverse needs of clients across regions like Chepstowe, Victoria, Australia. Our multidisciplinary expertise and commitment to collaborative problem-solving enable us to deliver tailored solutions that resonate with local industries.