AI & Machine Learning Services for Wollombi 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 Wollombi 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 Wollombi 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 Wollombi 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 owner operating in the picturesque town of Wollombi, New South Wales, Australia, you understand the importance of having a reliable and innovative partner to help drive your growth and success. At COLETEK, our team of experienced engineers has been supporting businesses across Wollombi, New South Wales, Australia for over 20 years, delivering high-quality product development and engineering solutions that meet the unique needs of your industry. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation as a trusted national partner. Our experts have worked with clients from various sectors, including manufacturing, healthcare, energy, and more, helping them navigate complex challenges and capitalize on new opportunities. Based in Wollombi, New South Wales, Australia, our team is committed to leveraging its collective expertise to support local businesses like yours. At COLETEK, we pride ourselves on fostering strong relationships with clients, listening attentively to their needs, and delivering tailored solutions that meet specific business objectives. Our collaborative approach enables us to understand the intricacies of your operations, identify areas for improvement, and develop innovative products or processes that drive real value. Throughout our history, we've demonstrated an unwavering commitment to reliability, quality, and customer satisfaction. Operating throughout Wollombi, New South Wales, Australia, and beyond, our clients appreciate our ability to adapt quickly, think creatively, and deliver transformative results. Whether you're seeking to scale your operation, enhance product development capabilities, or overcome specific engineering challenges, COLETEK is here to support your efforts. Let us leverage our expertise in Wollombi, New South Wales, Australia and beyond to help you thrive.