AI & Machine Learning Services for Tibooburra 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 Tibooburra 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 Tibooburra 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 Tibooburra 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.

At COLETEK, we're a multidisciplinary Australian engineering and product development company established in 2001 with an unwavering commitment to innovation and collaboration. Based in Tibooburra, New South Wales, Australia, we proudly serve businesses across this region and beyond, fostering long-term partnerships built on mutual respect, trust, and shared success. Our national reputation for reliability and capability has earned us a trusted name among local business owners, entrepreneurs, and technical decision-makers, who appreciate our holistic approach to product development and engineering. Our team of experts is dedicated to understanding your specific needs and challenges in Tibooburra, New South Wales, Australia, and working together to bring transformative ideas to life. By integrating cutting-edge technologies with tried-and-true engineering principles, we empower businesses throughout the region to innovate, improve, and thrive. Whether you're an entrepreneur looking to disrupt markets or a business leader seeking to stay ahead of the curve, our multidisciplinary expertise ensures that your products, services, or processes are future-proofed for success. Throughout Australia, COLETEK has consistently delivered exceptional results, from conceptual design to prototype refinement and through to production-ready solutions. Our collaborative approach means we're an extension of your team, working closely with you to identify opportunities, anticipate challenges, and drive innovation forward – all while serving the unique needs of businesses in Tibooburra, New South Wales, Australia. At COLETEK, we understand that every business is as unique as its people. That's why we take the time to listen carefully, ask insightful questions, and tailor our support to meet the distinct goals and aspirations of each client. Whether you're exploring new markets, navigating regulatory complexities, or simply seeking expert guidance – we're always here to help. And so, if your business in Tibooburra, New South Wales, Australia is ready to take the next step toward success, let's chat. We'd love to explore how our expertise and innovative approach can support your ambitions, now and into the future.