AI & Machine Learning Services for Windradyne 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 Windradyne 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 Windradyne 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 Windradyne 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 thriving rural community in the heart of New South Wales, Windradyne is home to numerous businesses and entrepreneurs who are shaping the region's future. For over two decades, COLETEK has been at the forefront of innovative engineering and product development, serving businesses across Windradyne, New South Wales, Australia, and throughout the country. Based in Sydney but operating nationwide, our multidisciplinary team of experts brings together a wealth of experience from various industries, including manufacturing, telecommunications, energy, and more. Since our establishment in 2001, COLETEK has earned a reputation as a trusted partner for businesses seeking reliable support for their product development needs. Our commitment to outstanding engineering and collaboration has allowed us to build strong relationships with clients across Windradyne, New South Wales, Australia, and beyond. By understanding the complexities of your industry and leveraging our expertise in design, prototyping, testing, and manufacturing, we help businesses like yours overcome challenges, reduce costs, and increase efficiency. When partnering with COLETEK, you can expect unwavering dedication to delivering high-quality solutions that meet your unique needs. Our team is passionate about empowering local leaders and entrepreneurs, ensuring that Windradyne's rich heritage and innovative spirit continue to thrive. As your trusted partner in engineering and product development, we are well-positioned to support businesses across Windradyne, New South Wales, Australia, as they strive for growth, diversification, and innovation. Whether you're looking to refine an existing product, develop a new solution, or simply optimize operations, rest assured that our expertise will guide you toward success.