AI & Machine Learning Services for Llanelly 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 Llanelly 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 Llanelly 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 Llanelly 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 long-established Australian engineering and product development company, COLETEK has earned the reputation of being a trusted partner for businesses across Llanelly, Victoria, Australia. Our multidisciplinary team is dedicated to delivering innovative solutions that drive success. Since our founding in 2001, we've supported numerous local companies and national brands alike, leveraging our expertise to overcome complex challenges and seize opportunities. From our base of operations in Llanelly, Victoria, Australia, we're uniquely positioned to serve the needs of businesses across the region. Our team is committed to understanding your distinct requirements and forging strong partnerships that foster collaboration and trust. By combining cutting-edge engineering capabilities with a deep appreciation for local industry nuances, we empower companies like yours to thrive. Our approach is built on a foundation of reliability, with a focus on delivering outcomes that meet the highest standards of quality. We believe in partnering closely with our clients to ensure that our offerings align precisely with their unique goals and objectives. Whether you're seeking innovative product designs, process improvements, or market insights, COLETEK is committed to helping your business succeed. As you explore opportunities for growth in Llanelly, Victoria, Australia, we invite you to take advantage of our expertise and capabilities. By working together, we can help you navigate the complexities of engineering and product development with confidence. Together, let's build something remarkable that drives long-term success and prosperity in your community.