AI & Machine Learning Services for St George 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 St George 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 St George 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 St George 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 business leader in St George, New South Wales, Australia, you understand the importance of embracing innovation and reliability to drive success. As your trusted partner, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering exceptional solutions that meet the unique needs of businesses across diverse industries. Today, we're proud to operate throughout St George, New South Wales, Australia, providing tailored support to local companies looking to stay ahead of the curve. Our team is dedicated to building strong relationships and delivering innovative outcomes that solve real-world challenges. With a national presence and a deep understanding of local nuances, COLETEK is uniquely positioned to help businesses in St George, New South Wales, Australia overcome obstacles and seize opportunities. At COLETEK, we believe that collaboration is key to driving success. We take the time to listen to your needs, work closely with you to develop tailored solutions, and leverage our expertise in engineering and product development to deliver results that exceed expectations. Whether you're looking to streamline operations, improve efficiency, or unlock new revenue streams, we're here to support you every step of the way – across St George, New South Wales, Australia and beyond. For businesses in St George, New South Wales, Australia, partnering with COLETEK means having a trusted ally that values your unique goals and challenges. We pride ourselves on our reputation for delivering reliable, innovative solutions that drive real-world impact. By choosing COLETEK, you can trust that you'll be working with a talented team of experts who are dedicated to helping local businesses like yours succeed. So why wait? Let's build something remarkable together. Discover how COLETEK can support your business in St George, New South Wales, Australia – contact us today and let's get started on your next chapter of success!