AI & Machine Learning Services for Woodburn 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 Woodburn 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 Woodburn 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 Woodburn 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 business operating in Woodburn, New South Wales, Australia, you understand the importance of staying ahead of the curve in today's fast-paced and competitive market. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, with a reputation built on trust, innovation, and reliability. Based in Woodburn, New South Wales, Australia, we've had the privilege of serving businesses across this region for years, offering our expertise to help them overcome challenges and seize new opportunities. Our commitment to collaboration and capability is unmatched, as we work tirelessly to understand each client's unique needs and develop tailored solutions that drive their success. At COLETEK, we're more than just an engineering company – we're a partner who can help you navigate the complexities of product development, ensuring your projects are delivered efficiently, effectively, and with the highest level of quality. Our reputation as a trusted provider has been earned through our unwavering dedication to reliability, continuous improvement, and customer satisfaction. Whether you're looking to refine existing products, bring new concepts to market, or leverage cutting-edge technologies to gain a competitive edge, we've got your back. With a deep understanding of the Woodburn, New South Wales, Australia business landscape, we can offer targeted support to help you achieve your goals, expand your customer base, and drive growth. Don't settle for mediocre results or outdated methodologies – partner with COLETEK, an engineering company committed to delivering exceptional outcomes that exceed your expectations. Together, let's build something remarkable in Woodburn, New South Wales, Australia, and beyond.