AI & Machine Learning Services for Rugby 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 forRugby 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 Rugby 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 forRugby 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.

Bolstering Businesses in Rugby, Central Tablelands: A Locally Rooted Australian Company That Cares

In the heart of New South Wales, Australia, where the rolling hills meet the Great Dividing Range, lies the charming town of Rugby, part of the picturesque Central Tablelands. A place where rugged natural beauty and warm community spirit thrive.

At COLETEK, we're proud to be a trusted Australian company with a national presence that spans coast to coast. Our roots run deep in this country's soil, and as such, we're passionate about supporting local businesses and communities like yours, right here in Rugby, Central Tablelands, New South Wales, Australia.

For decades, we've been dedicated to fostering long-term relationships with our clients, understanding their unique needs, and providing tailored solutions that empower growth. We're not just a provider of products or services; we're your trusted partner in business development.

In Rugby, Central Tablelands, you deserve an expert local ally who understands the nuances of working with regional businesses and industries. Our team has extensive experience navigating the intricacies of this beautiful region, ensuring that your needs are met efficiently and effectively.

COLETEK's commitment to innovation, expertise, and trustworthiness is precisely what local Rugby businesses require to thrive in today's dynamic environment. We're not just a national company with a presence in Rugby; we're an integral part of this community, actively participating in local initiatives and supporting the region's long-term prosperity.

When you partner with us, expect exceptional support, timely communication, and bespoke solutions tailored to your business goals. Our reputation is built on trust, forged through countless years of working closely with clients from Rugby and beyond.

Now it's time for you to experience the COLETEK difference firsthand. As a locally rooted Australian company with national reach, we're eager to roll up our sleeves and work alongside businesses like yours in Rugby, Central Tablelands, New South Wales, Australia.

Contact Us to discover how our expertise can be the catalyst for your business's growth and success.