AI & Machine Learning Services for Woodstock 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 Woodstock 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 Woodstock 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 Woodstock 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 heart of the stunning Australian outback, Woodstock, New South Wales, Australia is a hub of natural beauty and opportunity. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering innovative solutions. Based in Woodstock, New South Wales, Australia, our team serves businesses across the region with the same level of dedication and expertise that has earned us industry recognition. For over two decades, we've been committed to creating tailored engineering and product development solutions that meet the unique needs of local companies like yours. Whether you're looking for expert support in overcoming a technical challenge or seeking a trusted partner to help drive your business forward, our experienced team is here to collaborate closely with you every step of the way. Throughout Australia, we've built strong relationships with businesses from diverse sectors, including technology, manufacturing, and energy. Our versatility, reliability, and deep understanding of industry challenges make us an invaluable asset for companies seeking to stay ahead of the curve. When you partner with COLETEK, you can be confident that our team will always put your needs first, working closely with you to understand your goals and develop customized strategies to achieve them. By leveraging our collective expertise in engineering and product development, we've helped numerous businesses in Woodstock, New South Wales, Australia succeed in an ever-changing market. From optimizing production processes to designing innovative products that meet evolving customer demands, our solutions-oriented approach has earned us a reputation as a trusted innovator nationwide. As you explore the endless possibilities for growth and success in your region, consider partnering with COLETEK – a company committed to helping businesses like yours thrive.