AI & Machine Learning Services for Murwillumbah South 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 Murwillumbah South 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 Murwillumbah South 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 Murwillumbah South 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 trusted provider of engineering and product development solutions, COLETEK has earned its reputation as a multidisciplinary Australian company that serves businesses across Murwillumbah South, New South Wales, Australia. Established in 2001, we have consistently demonstrated our commitment to innovation, reliability, and collaboration. With a strong presence throughout Australia, including Murwillumbah South, we have developed a deep understanding of the local industries and challenges. Our team of experienced engineers and product developers is dedicated to providing tailored solutions that meet the unique needs of businesses in this region. Whether you're looking for guidance on product development, process improvement, or simply seeking trusted advice, COLETEK is here to support your growth and success. At COLETEK, we believe that collaboration is key to driving innovative outcomes. Our approach is centered around building strong relationships with our clients, listening to their needs, and providing actionable insights that inform their product and manufacturing strategies. By leveraging our expertise in engineering design, prototyping, and testing, we empower businesses to overcome challenges, optimize performance, and stay ahead of the competition. In Murwillumbah South, New South Wales, Australia, we recognize the importance of supporting local businesses as they navigate the complex landscape of engineering and product development. Our team is well-equipped to provide guidance on a wide range of initiatives, from new product launches to process improvements, helping businesses to streamline their operations, reduce costs, and increase productivity. At COLETEK, we take pride in our capability to deliver high-quality solutions that meet the specific needs of businesses across Murwillumbah South, New South Wales, Australia. Our expertise extends across a broad range of industries, including manufacturing, healthcare, energy, and more. By working with us, you can be confident that your business will benefit from our depth of knowledge, innovative approach, and commitment to excellence. So why choose COLETEK? Simply put, we're a trusted partner for engineering excellence in Murwillumbah South, New South Wales, Australia. With over two decades of experience serving businesses across the country, we've developed tried-and-true strategies that drive results. We believe that building strong relationships and fostering long-term partnerships is essential to driving success – and it's this approach that has earned us a reputation as one of the most reliable and capable engineering and product development companies in Australia.