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 forCaerleon 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 forCaerleon 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.

Partnering for Success in Caerleon and Beyond: COLETEK's Commitment to Building a Strong Local Economy

When it comes to building a strong local economy, having the right partner by your side can make all the difference. That's where COLETEK comes in – a trusted Australian company dedicated to supporting businesses like yours in Caerleon, Central Tablelands, New South Wales, Australia.

Your community is a thriving hub of commerce and innovation, with entrepreneurs and small business owners driving growth and development. At COLETEK, we understand the importance of fostering this growth and supporting local enterprises. With our extensive experience and national reach, we're committed to helping your business thrive in this vibrant region.

Our commitment starts with gaining a deep understanding of your unique needs and challenges. As experts in the field, we've developed a reputation for delivering tailored solutions that put our clients first. Whether you're looking to improve operational efficiency, expand your customer base, or adapt to changing market conditions, our team is here to provide guidance, support, and innovative thinking.

At the heart of our approach lies trust – trust in ourselves, our processes, and the power of local partnerships. We believe that by working together with businesses like yours, we can drive real change and create lasting benefits for the Caerleon community.

We're proud to be a truly Australian company, with roots firmly planted in this country's rich history and entrepreneurial spirit. By choosing COLETEK as your partner, you'll benefit from our intimate knowledge of local market conditions, coupled with our national reach and expertise. This unique combination enables us to connect you with the resources, networks, and opportunities needed to succeed.

In today's fast-paced business environment, innovation is key to staying ahead of the curve. At COLETEK, we're dedicated to staying at the forefront of industry trends and best practices, ensuring that our solutions are always cutting-edge and effective. By partnering with us, you'll gain access to a wealth of knowledge, experience, and inspiration – all focused on helping your business thrive in Caerleon and beyond.

We believe that by working together, we can build a stronger, more resilient local economy that benefits everyone involved. If you're looking for a trusted partner to help you achieve your goals, get in touch with us today. We'd be delighted to discuss how COLETEK can support your business and contribute to the ongoing growth and prosperity of Caerleon.