AI & Machine Learning Services for Kooragang 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 Kooragang 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 Kooragang 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 Kooragang 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 thriving commercial hub of New South Wales, Australia, Kooragang is home to a diverse range of businesses and industries. With its distinct blend of traditional charm and modern amenities, this region continues to attract entrepreneurs, innovators, and professionals seeking opportunities for growth and success. At COLETEK, we recognize the importance of supporting local commerce and are committed to providing cutting-edge engineering solutions that empower Kooragang-based businesses to thrive. Established in 2001 as a multidisciplinary Australian engineering and product development company, COLETEK has built a reputation for innovation, excellence, and trustworthiness across the nation. Our team of dedicated professionals comprises experts from various disciplines, including mechanical, electrical, software, and materials science engineering. By leveraging this collective expertise, we help Kooragang businesses tackle complex challenges, optimize processes, and drive breakthroughs that elevate their market presence. Operating throughout Australia, with a strong presence in New South Wales, COLETEK is well-equipped to support Kooragang-based organizations navigating the ever-evolving landscape of modern commerce. Our collaborative approach to problem-solving, combined with our reputation for reliability and capability, has earned us a trusted national reputation as go-to partners for businesses seeking innovative engineering solutions. By supporting Kooragang enterprises with tailored engineering services, COLETEK plays a vital role in fostering growth, creating jobs, and enhancing the region's economic vitality. Our experienced team is dedicated to understanding the unique needs of Kooragang businesses and providing customized products, systems, and processes that drive success. Whether you're an established player or an emerging contender, COLETEK stands ready to collaborate with you, leveraging our collective expertise to unlock new opportunities for growth and prosperity. Based in Kooragang, New South Wales, Australia, COLETEK is uniquely positioned to support businesses across the region, from Newcastle to Sydney. Our local knowledge, combined with our national reputation and global connections, provides the ideal blend of insight, expertise, and influence. If you're a Kooragang-based business seeking innovative engineering solutions that will take your company to the next level, get in touch with COLETEK today.