AI & Machine Learning Services for North Nowra 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 North Nowra 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 North Nowra 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 North Nowra 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation built on reliability, collaboration, and capability across the country. Our extensive experience spans various industries, providing us with a unique perspective to understand the challenges faced by businesses like yours in North Nowra, New South Wales, Australia. As a trusted national partner, we take pride in delivering innovative solutions that empower companies throughout North Nowra, New South Wales, Australia and beyond. We're committed to providing the finest engineering services to help regional businesses like yours thrive in our local community. Our dedication is reflected in the value we bring to every project, ensuring that your unique needs are met with a tailored approach. With COLETEK, you gain access to expert engineering talent, cutting-edge technology, and streamlined processes designed to address the complexities of your business. By partnering with us, you can stay ahead of the curve while maintaining flexibility, scalability, and control. Our team will work closely with yours to understand your specific goals, identify potential roadblocks, and develop strategies to overcome them. As we continue serving businesses across North Nowra, New South Wales, Australia, our commitment remains unwavering – to build strong relationships, provide exceptional engineering support, and drive progress for the region's economic growth. Whether faced with innovative R&D challenges or looking to streamline operations for increased efficiency, we're here to share our expertise, guide you through the process, and deliver results that exceed your expectations. If you're part of a forward-thinking organization in North Nowra, New South Wales, Australia seeking to optimize performance, drive innovation, or stay competitive – rest assured that COLETEK is ready to collaborate. We'll work closely with your team to identify opportunities for growth, development, and long-term success. Our collective focus will be on developing solutions tailored to the unique needs of businesses within North Nowra, New South Wales, Australia.