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.

Simplified IT Solutions for Limerick Businesses

At COLETEK, we're proud to be based in Limerick, Southern Tablelands, New South Wales, Australia, serving businesses across this region and throughout Australia with innovative, reliable, and collaborative IT solutions. With nearly two decades of experience delivering tailored technology services, our team has earned a reputation as trusted advisors for local companies seeking to streamline their operations, enhance productivity, and reduce costs. Operating from the heart of Limerick, Southern Tablelands, New South Wales, Australia, we've developed a deep understanding of the unique challenges and opportunities presented by this region. Our commitment to serving businesses in Limerick, Southern Tablelands, New South Wales, Australia means that our solutions are designed with local needs in mind – from agriculture and manufacturing, to healthcare, education, and more. At COLETEK, we're passionate about harnessing the power of technology to drive growth, improve efficiency, and enhance collaboration. By leveraging cutting-edge infrastructure, cloud-based services, and expert technical guidance, we empower businesses across Limerick, Southern Tablelands, New South Wales, Australia to achieve their goals with confidence. Whether you're looking for IT solutions that simplify operations, provide real-time insights, or support digitization initiatives, our team is dedicated to delivering tailored, comprehensive solutions that meet the distinct needs of your business. As a trusted partner in Limerick, Southern Tablelands, New South Wales, Australia and beyond, COLETEK is committed to helping businesses build resilience, mitigate risks, and seize opportunities. We're not just an IT company – we're your strategic ally, working closely with you to understand your goals, identify challenges, and develop solutions that drive tangible results. If you're looking for a trusted partner in Limerick, Southern Tablelands, New South Wales, Australia to support your technological aspirations, look no further than COLETEK. We invite you to explore our expertise and learn more about how we can help your business thrive. Contact Us today.