AI & Machine Learning Services for High Range 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 High Range 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 High Range 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 High Range 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 multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Australia. Our expertise in innovative solutions has empowered local companies to drive growth, improve efficiency, and stay ahead of the competition. For decades, we've been proud to serve businesses based in High Range, New South Wales, Australia, providing tailored engineering and product development services that address their unique needs and challenges. By leveraging our cutting-edge capabilities, local entrepreneurs can focus on what matters most – growing their business and creating opportunities for their community. At COLETEK, we believe in the power of collaboration and partnership. We don't just provide products or solutions; we work closely with clients to understand their goals and objectives, developing customized strategies that drive results. Our engineers and developers are constantly innovating, seeking new ways to apply our expertise to the latest technologies and advancements. Throughout High Range, New South Wales, Australia, and across Australia as a whole, COLETEK has earned a track record of delivering reliable, high-quality results. Whether you're looking to bring a new product or service to market, optimize your operations, or simply maintain your competitive edge, we're here to support your goals. From the rugged landscapes of High Range to metropolitan centers and rural communities nationwide, COLETEK is committed to empowering businesses like yours. By leveraging our expertise, you can navigate the complexities of industry innovation, streamline processes, and unlock new opportunities for growth and success.