AI & Machine Learning Services for Swansea 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 forSwansea 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 Swansea 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 forSwansea 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.

COLETEK: Your Trusted Partner in Swansea, East Lake Maquarie, and Beyond

In the vibrant community of Swansea, East Lake Maquarie, New South Wales, Australia, businesses big and small rely on trusted partners to drive growth and success. At COLETEK, we're proud to be that partner, offering unwavering support and expertise to local entrepreneurs and corporations alike.

Situated in the heart of this thriving region, we've built our reputation on reliability, innovation, and a deep understanding of the unique challenges faced by businesses in Swansea and East Lake Maquarie. With a national presence and a team of dedicated professionals, we're uniquely positioned to help you take your business to new heights.

As a trusted Australian company, we've earned the respect and confidence of local businesses for our commitment to delivering exceptional results, exceeding customer expectations, and fostering long-term relationships built on trust. Whether you're just starting out or looking to expand into new markets, we're here to guide you every step of the way.

Our expertise is rooted in a deep understanding of the Swansea community, where we've worked tirelessly to support local businesses and contribute to the region's economic growth. We're proud to have played a small part in the area's success story – from helping entrepreneurs bring their innovative ideas to life, to providing strategic guidance to established corporations looking to stay ahead of the curve.

As your partner in Swansea, East Lake Maquarie, and beyond, we'll work tirelessly to help you achieve your business goals. Whether that means developing custom solutions to meet your unique needs, leveraging our national reach to access new markets and opportunities, or simply providing timely guidance and support whenever you need it – we're here for you.

So why wait? Let us leverage our expertise, national presence, and local knowledge to help your Swansea-based business thrive. Contact us today to discover how COLETEK can be your trusted partner in achieving success: