AI & Machine Learning Services for Five Ways 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 Five Ways 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 Five Ways 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 Five Ways 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 and experienced multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to delivering exceptional results for businesses across Five Ways, New South Wales, Australia. With our national reputation built on reliability, collaboration, and capability, we're well-equipped to support the unique needs of local enterprises in this region. At COLETEK, we understand that every business is distinct, with its own set of challenges and opportunities. That's why we take a tailored approach to engineering and product development, working closely with clients from Five Ways, New South Wales, Australia to develop innovative solutions that meet their specific needs. Our team operates throughout Australia, providing expert services that empower businesses to drive growth, increase efficiency, and improve profitability. Over the years, COLETEK has earned a reputation as a valued partner for businesses in Five Ways, New South Wales, Australia, consistently delivering high-quality results through our multidisciplinary expertise. With a strong track record of success, we're confident in our ability to support local enterprises across various industries, from manufacturing and logistics to healthcare and more. COLETEK's commitment to innovation, collaboration, and capability sets us apart as a trusted engineering and product development partner for businesses in Five Ways, New South Wales, Australia. Our experience and expertise enable us to provide end-to-end solutions that address the unique needs of local enterprises, ensuring their continued growth and success. As we continue to serve businesses across Five Ways, New South Wales, Australia, our passion remains unwavering – to empower local leaders with innovative engineering solutions that drive business performance and improve lives. If you're looking for a trusted partner to help your business thrive in this region, we invite you to explore the possibilities with COLETEK.