AI & Machine Learning Services for Kingscliff 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 Kingscliff 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 Kingscliff 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 Kingscliff 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 and respected multidisciplinary engineering and product development company based in Australia, COLETEK proudly serves businesses across Kingscliff, New South Wales, Australia. With our rich experience, innovative approach, and commitment to excellence, we've earned a reputation as a trusted partner for companies seeking customized solutions. Since 2001, our team has been dedicated to delivering high-calibre engineering and product development services that meet the unique needs of local businesses in Kingscliff, New South Wales, Australia. We're proud to operate throughout this region, offering our expertise to help entrepreneurs, small-to-medium enterprises, and large corporations alike achieve their goals. What sets us apart? Our collaborative approach, which brings together professionals with diverse skillsets, enables us to tackle complex challenges with creativity and pragmatism. By leveraging our extensive knowledge base and industry expertise, we craft tailored solutions that enhance performance, efficiency, and profitability for businesses in Kingscliff, New South Wales, Australia. With COLETEK on your side, you can count on reliable support every step of the way. From conceptualization to product launch or implementation, our team will work closely with yours to ensure seamless project execution, thorough testing, and continuous improvement. Whether you're revolutionizing an existing market segment or pioneering a new one, we'll empower your innovation, helping you stay ahead of the curve. By partnering with COLETEK, businesses in Kingscliff, New South Wales, Australia gain access to a trusted ally that can handle even the most intricate challenges. We take pride in building strong relationships, and our national reputation is built on delivering exceptional results for clients across Australia. Ready to elevate your business potential? Let's build something remarkable together.