AI & Machine Learning Services for Uriarra 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 forUriarra 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 Uriarra 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 forUriarra 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.

Your Local Partner for Success: Uriarra, Central Tablelands, New South Wales, Australia

As the beating heart of the Central Tablelands region, Uriarra is a town that embodies the spirit of rural Australia – hardworking, community-minded, and always striving to achieve more. And at COLETEK, we're committed to being your trusted partner for success in this amazing part of the world. With our national reach and extensive experience supporting local businesses across Australia, you can rest assured that your interests are in good hands with us. But what sets us apart is our strong presence in the Uriarra community itself – we understand the unique challenges and opportunities that come with operating a business here. Whether you're a long-time resident or just starting out, you rely on like-minded partners who can help you navigate the complexities of modern business. Our team has built its reputation as trusted advisors to local entrepreneurs, family-run farms, and small enterprises in Uriarra and beyond. We take pride in our ability to listen, understand your specific needs, and offer tailored guidance that empowers your continued growth and success. Whether you're seeking innovative solutions for operational efficiency or strategic insights to expand your market reach, we've got the expertise and know-how to support your goals. At COLETEK, we're not just about delivering exceptional services – we're committed to being your partner in every sense of the word. We take a genuine interest in the well-being of our local community, supporting initiatives that make Uriarra an even better place to live, work, and play. Whether it's through event sponsorships, educational partnerships, or sheer enthusiasm for the region, you can count on us as an engaged and invested ally. Uriarra and surrounding areas have a special place in our hearts – we're proud to be part of this thriving community and dedicated to helping businesses like yours flourish here. With COLETEK by your side, you'll benefit from our national network of resources, expertise, and connections, all tailored to meet the unique needs of regional Australia. So why wait? Join forces with us – your trusted partner for success in Uriarra, Central Tablelands, New South Wales, Australia. Let's work together to drive growth, innovation, and prosperity in this wonderful region we all call home. Contact Us