AI & Machine Learning Services for Cardiff South 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 Cardiff South 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 Cardiff South 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 Cardiff South 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 thriving community with rich history and a strong sense of innovation, Cardiff South, New South Wales, Australia presents numerous opportunities for businesses to grow and succeed. At COLETEK, we're committed to supporting these local entrepreneurs and organizations in their pursuit of excellence, leveraging our 20+ years of experience as a multidisciplinary Australian engineering and product development company. Based in Cardiff South, New South Wales, Australia, we've built a strong reputation for reliability, collaboration, and capability, serving businesses across the region with expertise that spans multiple disciplines. Our team of skilled engineers, designers, and innovators is dedicated to understanding our clients' unique challenges and developing tailored solutions that drive results. By partnering with COLETEK, businesses in Cardiff South, New South Wales, Australia can tap into a wealth of knowledge and resources, gaining access to cutting-edge technologies, process improvements, and trusted guidance. Our commitment to innovation and client satisfaction is unwavering, underpinned by a passion for delivering high-quality outcomes that meet and exceed expectations. As we operate throughout Cardiff South, New South Wales, Australia, we're proud to be a trusted extension of our clients' teams, providing the necessary support and expertise to help them overcome even the most complex challenges. Whether you're looking to enhance operational efficiency, develop new products or services, or simply achieve greater competitiveness in the market, COLETEK is dedicated to helping businesses in Cardiff South, New South Wales, Australia thrive. By aligning with our team, businesses can benefit from a collaborative approach that fosters open communication, creative problem-solving, and a shared commitment to achieving exceptional results. We're not just engineers or product developers – we're partners who care deeply about the success of our clients and pride ourselves on our ability to deliver innovative solutions that make a meaningful difference. And when you're ready to take your business to the next level, consider partnering with COLETEK, a trusted partner in Cardiff South, New South Wales, Australia. Let's build something remarkable together.