AI & Machine Learning Services for Windermere 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 Windermere 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 Windermere 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 Windermere 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 the regional hub of industry and commerce in Windermere, New South Wales, Australia, companies are looking for trusted partners to drive innovation and growth. For over two decades, COLETEK has been serving businesses across Windermere, New South Wales, Australia by providing multidisciplinary engineering and product development solutions.

Award-winning designs, pioneering products, and seamless execution have earned COLETEK a reputation as a leading engineering and product development company in Australia. Our team of innovative experts prides itself on being reliable, collaborative, and highly capable. We understand the unique challenges that Windermere's local businesses face and are committed to delivering tailored solutions that address their specific needs.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK is uniquely positioned to support businesses in Windermere, New South Wales, Australia and throughout Australia. Our capabilities extend across multiple domains, including mechanical, electrical, and software engineering. By combining our engineering expertise with cutting-edge technology, we help businesses achieve their goals faster, better, and more efficiently.

In Windermere, New South Wales, Australia, companies rely on COLETEK to optimize their operations, reduce costs, and improve performance. Whether you're an established player or a start-up looking for innovative edge, our engineering team can help you overcome the complex challenges facing your business. At COLETEK, we are passionate about collaboration and delivering value to our clients.

By choosing COLETEK as your trusted partner in Windermere, New South Wales, Australia, you'll tap into a wealth of expertise and creativity that drives real results. Our local presence means we understand the nuances and subtleties of the region, allowing us to provide tailored solutions that meet your unique needs.