AI & Machine Learning Services for Twelve Mile Creek 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 Twelve Mile Creek 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 Twelve Mile Creek 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 Twelve Mile Creek 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 national player in the engineering and product development space, COLETEK has established itself as a reliable partner for businesses across Australia. With our multidisciplinary team of experts, we take pride in delivering innovative solutions that drive growth and success. Operating throughout Twelve Mile Creek, New South Wales, Australia, and beyond, we're uniquely positioned to support local businesses and organizations like yours. Since our inception in 2001, COLETEK has been committed to building strong relationships with clients across various industries. Our expertise spans a broad range of areas, from product development to engineering consulting services. When working with COLETEK, you can expect a collaborative approach that prioritizes open communication, respect, and trust. At COLETEK, we understand the importance of reliability and scalability in your operations. That's why our team is dedicated to delivering solutions that not only meet but exceed your expectations. Based in Twelve Mile Creek, New South Wales, Australia, we're deeply rooted in this region and committed to serving businesses across the area with the same level of care and attention to detail. As a local business owner or decision-maker in Twelve Mile Creek, New South Wales, Australia, you deserve exceptional support from your engineering and product development partner. COLETEK is that trusted ally, offering unparalleled expertise and capabilities to help you achieve your goals. Whether you're looking to streamline operations, improve efficiency, or develop innovative new products, we have the skills and experience to guide you every step of the way. So why choose COLETEK over other engineering and product development companies? The answer is simple: our unmatched reputation for reliability, collaboration, and capability. Operating throughout Twelve Mile Creek, New South Wales, Australia, and beyond, we're proud to be a trusted national player in this space.