AI & Machine Learning Services for Wooli 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 Wooli 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 Wooli 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 Wooli 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Wooli, New South Wales, Australia. From the coastal towns to the city's heart, we've had the privilege of serving clients from diverse sectors, including those with roots deep in the local economy. With over two decades of experience and a passion for innovation, COLETEK has established itself as a reliable collaborator for businesses seeking engineering expertise. Our team comprises talented engineers, scientists, and industry experts who thrive in environments where creativity, problem-solving, and project management intersect. Based in Wooli, New South Wales, Australia, we've developed a deep understanding of the unique challenges and opportunities that exist in this region. We know that every business, from manufacturing to services, requires tailored solutions to succeed. That's why our engineers take the time to listen carefully to your needs and develop strategies that address your specific pain points. By leveraging our expertise in engineering and product development, we empower local businesses like yours to achieve their goals and overcome obstacles. Whether you're looking to improve operational efficiency, enhance productivity, or introduce new products and services, rest assured that our team will deliver innovative solutions that meet your needs and exceed your expectations. Throughout Australia, including Wooli, New South Wales, Australia, COLETEK has a proven track record of delivering high-quality engineering services, fostering long-term relationships built on trust, and driving business success. Our commitment to collaboration, reliability, and capability is reflected in every project we undertake, every solution we develop, and every partnership we forge. So why settle for anything less? Let us be your trusted partner in Wooli, New South Wales, Australia, as you navigate the ever-changing business landscape. Together, let's build something remarkable that benefits not just your organization but also the broader community.