AI & Machine Learning Services for Limerick 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 forLimerick 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 Limerick 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 forLimerick 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.

Empowering Local Businesses in Limerick, Central Tablelands, New South Wales, Australia

As you navigate the rolling hills and thriving towns of the Central Tablelands in New South Wales, you can't help but feel a sense of pride and community in this picturesque region. At COLETEK, we share your passion for seeing local businesses flourish, and that's why we've made it our mission to provide trusted support and expertise to entrepreneurs, farmers, and professionals alike within Limerick and its surrounding areas. With years of experience under our belt, we've established ourselves as a reputable Australian firm with a national presence. Our commitment to innovation and customer satisfaction has earned us a reputation as a reliable partner for businesses seeking guidance and growth in the region. Whether you're looking to streamline operations, expand your market reach, or simply find new ways to drive success, our team of industry experts is here to help.

When it comes to working with local businesses, we understand that every community has its unique challenges and opportunities. That's why we take a tailored approach to each client, drawing on our deep knowledge of Limerick and the Central Tablelands to provide solutions that are as effective as they are relevant.

Our dedication to local presence is just one aspect of what sets us apart. We believe in putting down roots in the regions we serve, which allows us to develop a profound understanding of their distinct needs and concerns. This grassroots approach enables us to deliver results that not only benefit our clients but also contribute to the overall vitality of the community.

With COLETEK on your side, you can rest assured that you're getting expert guidance from professionals who truly care about the well-being of the local economy. We're here to partner with businesses in Limerick and beyond, empowering them to thrive through trust, innovation, and a deep understanding of the region's unique needs.

If you're looking for a trusted business partner who truly understands the value of working together with local businesses like yours, we encourage you to start your journey with us. Explore our range of services and discover how COLETEK can help drive your success story in Limerick and beyond. When you're ready, Contact Us today!