AI & Machine Learning Services for Numinbah 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 Numinbah 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 Numinbah 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 Numinbah 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 a multidisciplinary Australian engineering and product development company that takes pride in our reputation as trusted innovators nationwide. Established in 2001, our passion has always been to transform complex technology into seamless solutions that serve businesses across Numinbah, New South Wales, Australia, and beyond. Over the years, we've honed our expertise by collaborating with an eclectic mix of clients from various industries, delivering reliability, precision, and unmatched capabilities. Our in-house expertise spans a wide range of engineering disciplines, allowing us to tackle diverse projects that help businesses thrive. By doing so, we're constantly pushing the boundaries of what's possible, making it easier for our partners to excel in their respective markets. Based in Numinbah, New South Wales, Australia, COLETEK has an innate understanding of the local needs and challenges faced by businesses operating within this region. We've developed a unique ability to translate complex technological concepts into practical solutions that meet specific requirements, ensuring seamless integration into our clients' existing operations. By leveraging our comprehensive engineering capabilities, we empower local businesses to take control of their growth trajectory. Our focus goes beyond merely providing engineering services – we're committed to building lasting partnerships with the people of Numinbah, New South Wales, Australia. We pride ourselves on being a reliable extension of our clients' teams, fostering open communication channels and prioritizing mutual success. Whether you're looking for customized product development, process optimization, or simply seeking expertise to drive innovation within your organization, COLETEK is here to support your unique journey. Operating throughout Numinbah, New South Wales, Australia, we've earned a reputation for excellence by consistently delivering results that meet and exceed expectations. Join forces with us today to unlock the full potential of your business and let's build something remarkable together – one innovative solution at a time.