AI & Machine Learning Services for Port Macquarie 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 forPort Macquarie 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 Port Macquarie 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 forPort Macquarie 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.

Partnering for Success on the Mid North Coast: Your Local Choice for COLETEK, Port Macquarie

Nestled in the heart of New South Wales, Australia, lies the charming coastal town of Port Macquarie, part of the picturesque Mid North Coast region. As your local partner, COLETEK is deeply committed to supporting businesses and communities within this unique area.

To us, serving our local community doesn't just mean providing a service; it means investing in people, understanding their needs, and adapting to the specific challenges they face. Our team has proudly called Port Macquarie home for years, establishing an unparalleled level of connection with our clients, partners, and fellow residents.

As an experienced national player with a long history of delivering successful results across Australia, COLETEK is uniquely positioned to leverage its vast expertise in collaboration with the entrepreneurial spirit that drives this region. By doing so, we empower local businesses like yours to shine on the Mid North Coast's renowned natural beauty backdrop.

Our unwavering commitment to trust, innovation, and community presence sets us apart as a reliable ally for Port Macquarie business leaders seeking meaningful guidance, solutions, and growth. You can rely on our dedication to providing a tailored approach, addressing the distinct needs of this region's thriving economic landscape.

Whether you're an established organization looking to evolve or a startup eager to make its mark, COLETEK stands ready to support your vision with the collective expertise and passion of our team. At the forefront of Australian business services, we're honored to contribute to Port Macquarie's bright future, empowering regional growth through trusted partnerships.

Join forces with us in this vibrant community where innovation, hard work, and dedication are highly valued traits. Contact COLETEK today to learn more about how our combined strength can drive your success on the Mid North Coast: