AI & Machine Learning Services for Wybung 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 Wybung 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 Wybung 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 Wybung 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 long-established leader in Australian engineering and product development, COLETEK has been serving businesses across Wybung, New South Wales, Australia for over two decades. With our multidisciplinary expertise and commitment to innovation, we're trusted advisors and partners to organisations seeking to drive growth, improve efficiency, or create new products and services. Based in Wybung, New South Wales, Australia, COLETEK has a deep understanding of the unique challenges and opportunities that local businesses face. Our experienced team provides expert guidance and support to help companies overcome hurdles, navigate market shifts, and seize opportunities for expansion. Whether you're an established player or an emerging start-up, we appreciate your goals and ambitions – and strive to empower your success. At COLETEK, we take pride in our reputation as a reliable and collaborative partner. We're not just experts in engineering and product development; we're also skilled collaborators who can work seamlessly with your team to deliver results that meet and exceed your expectations. By combining our expertise with yours, we can help drive tangible value for your business – whether through process improvements, innovative product designs, or strategic insights. As a trusted national player in Australian engineering and product development, COLETEK is committed to building long-term relationships with businesses across Wybung, New South Wales, Australia, and throughout the country. We believe that our collective expertise and experience are essential assets for driving growth, innovation, and progress – and we're eager to bring our skills and knowledge to bear on your success. So why choose COLETEK as your trusted engineering and product development partner? Look no further than our unwavering commitment to excellence, our passion for innovative problem-solving, and our dedication to delivering results that drive tangible value. If you're seeking a collaborative and reliable partner to support your business ambitions in Wybung, New South Wales, Australia – or anywhere across the country – we invite you to explore how COLETEK can help you succeed.