AI & Machine Learning Services for Nooroo 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 Nooroo 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 Nooroo 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 Nooroo 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.

When it comes to partnering with a trusted and innovative multidisciplinary engineering and product development company, local businesses in Nooroo, New South Wales, Australia can count on COLETEK for reliable support. With nearly two decades of experience since our establishment in 2001, we've built a reputation nationwide as a go-to partner for forward-thinking entrepreneurs and decision-makers. As a national leader in engineering and product development, COLETEK brings extensive technical capabilities to the table, backed by a deep understanding of the complexities that arise when bringing innovative ideas to life. Our commitment to collaboration and expertise has earned us a trusted name across Australia, with successful projects spanning multiple industries and sectors – from manufacturing to healthcare. At COLETEK, we pride ourselves on our ability to listen, learn, and adapt to meet the unique needs of each business in Nooroo, New South Wales, Australia. By doing so, we empower local entrepreneurs to achieve their aspirations, overcome challenges, and capitalize on opportunities for growth. Our capabilities extend far beyond the confines of traditional engineering and product development services. We're more than just engineers – we're innovators, problem-solvers, and loyal partners dedicated to helping businesses in Nooroo, New South Wales, Australia thrive in an ever-evolving landscape. With a proven track record of delivering results that matter, COLETEK is the perfect partner for local businesses seeking reliable engineering expertise. We invite you to explore our capabilities further and discover how we can support your operations throughout Australia – from our base in Nooroo, New South Wales, Australia to every corner of the country.