AI & Machine Learning Services for Eighteen Mile 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 Eighteen Mile 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 Eighteen Mile 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 Eighteen Mile 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 proud to be a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, our team of experts has earned a reputation for reliability, collaboration, and capability. We're honored to have supported businesses across Eighteen Mile, New South Wales, Australia and throughout the nation, helping them overcome challenges, innovate, and thrive. As a local business owner or innovator in Eighteen Mile, New South Wales, Australia, you know how important it is to find trusted partners who understand your unique needs. That's where COLETEK comes in – we're dedicated to serving businesses like yours, operating throughout Eighteen Mile, New South Wales, Australia and beyond. Our national scope means we can scale our expertise to meet the demands of larger projects while maintaining a personalized approach that suits small- to medium-sized enterprises. At the heart of our engineering approach lies a deep understanding of Eighteen Mile, New South Wales, Australia's distinct landscape and industry dynamics. We take pride in staying up-to-date with local trends, regulations, and best practices, ensuring that our solutions not only meet but exceed your expectations. As a result, our clients appreciate our flexibility, adaptability, and commitment to delivering exceptional results. As businesses in Eighteen Mile, New South Wales, Australia face the demands of an ever-changing landscape, they require engineering partners who can respond with agility and expertise. That's where COLETEK shines – we're not just experts in various sectors but also agile problem-solvers. We take the time to understand your project goals, challenges, and aspirations, working closely with you to design, develop, and deliver tailored solutions that drive real value. Whether you're looking for innovative product development, cutting-edge engineering services, or simply a trusted partner to help you overcome specific challenges, COLETEK is here to support businesses like yours in Eighteen Mile, New South Wales, Australia. We're proud of our national reputation and local footprint, operating proudly based in Eighteen Mile, New South Wales, Australia while serving clients throughout the region.