AI & Machine Learning Services for Fernbrook 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 Fernbrook 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 Fernbrook 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 Fernbrook 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 business operating in Fernbrook, New South Wales, Australia, you understand the importance of having a reliable partner to help drive your growth and success. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering innovative solutions that meet our clients' unique needs. For over two decades, we've been serving businesses across Fernbrook, New South Wales, Australia, and throughout the country, providing expertise that spans multiple disciplines. Our team of expert engineers and product developers is dedicated to collaboration and finding creative solutions to the challenges you face in your industry. Whether you're looking to develop new products, improve existing ones, or stay ahead of the competition, we have the capability to make it happen. With our flexible approach and deep understanding of local regulations and markets, we're well-equipped to operating throughout Fernbrook, New South Wales, Australia. At COLETEK, reliability is key. We take pride in delivering on-time and within-budget projects that meet your exact specifications. Our extensive experience in engineering and product development enables us to tackle complex problems and develop solutions that drive results. By partnering with us, you can rest assured that your project will be handled professionally, efficiently, and with the utmost attention to detail. We believe that our unique blend of technical expertise, creative problem-solving, and collaborative approach sets us apart from other engineering and product development companies in Fernbrook, New South Wales, Australia. If you're looking for a trusted partner to help drive your growth and success, look no further than COLETEK. Let's work together to build something remarkable.