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 for Uriarra 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 for Uriarra 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 trusted name in Australian engineering and product development, COLETEK has earned its reputation by serving businesses across Uriarra, New South Wales, Australia. Since our inception in 2001, we've been committed to delivering reliable, collaborative, and capable solutions that exceed the expectations of local entrepreneurs and innovators. With our multidisciplinary approach, blend of creative thinking and technical expertise, we're poised to be your partner of choice for any project that requires innovative engineering insights. Our team is based in Uriarra, New South Wales, Australia, and operates throughout the region, providing unparalleled support to businesses of all sizes and industries. By partnering with us, you can tap into our wealth of knowledge, expertise, and cutting-edge thinking, ensuring your products or services stay ahead of the curve. Our dedication to engineering excellence has earned us a national reputation for delivering high-quality outcomes that transform industries. Whether you're looking to launch new products, improve operational efficiency, or enhance customer experiences, we're here to help. By leveraging our expertise in product development and engineering, COLETEK empowers local businesses like yours to overcome challenges, seize opportunities, and achieve their goals. We collaborate closely with our clients to understand their unique needs, developing tailored solutions that address specific pain points, optimize processes, or enhance customer relationships. When it comes to servingUriarra, New South Wales, Australia, we're dedicated to being a trusted partner for your engineering needs. Whether you need innovative product development, process optimization, or strategic guidance, COLETEK is committed to delivering exceptional results that drive business success.