AI & Machine Learning Services for Red Rock 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 Red Rock 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 Red Rock 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 Red Rock 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 the beating heart of innovation, Red Rock, New South Wales, Australia is a hub that thrives on collaboration and dedication. With its rich history, breathtaking landscapes, and strong local culture, it's no wonder businesses from all walks of life call this vibrant region home. At COLETEK, we're proudly based in Red Rock, New South Wales, Australia, with a reputation for delivering exceptional results across industries. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, we've honed our expertise in serving businesses from small to large across the entire nation, including right here in Red Rock, New South Wales, Australia. Our team of experts has developed innovative solutions for both local and national clients, helping them overcome challenges and improve operational efficiency. Our unwavering commitment to reliability, collaboration, and capability sets us apart as a trusted partner for businesses operating throughout Red Rock, New South Wales, Australia. By combining our in-depth understanding of the regional market with our cutting-edge engineering and product development capabilities, we empower local companies to stay ahead of the curve and achieve their goals. At COLETEK, we understand that every business in Red Rock, New South Wales, Australia has unique needs. That's why we take a tailored approach to meet the specific requirements of every client, from small startups to established organizations. Our collaborative ethos and extensive experience enable us to develop custom solutions that address your operational challenges head-on. Operating throughout Red Rock, New South Wales, Australia and beyond, we're dedicated to supporting the local economy by helping businesses thrive in an ever-changing landscape. By leveraging our skills and expertise, your company can optimize its operations, streamline processes, and make a lasting impact on the region. So why wait? Let the trusted professionals at COLETEK assist you in realizing your vision. Let's build something remarkable together.