AI & Machine Learning Services for Murrumburrah 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 Murrumburrah 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 Murrumburrah 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 Murrumburrah 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 owner or decision-maker in Murrurburrah, New South Wales, Australia, you understand the importance of staying ahead of the curve while maintaining strong relationships with your community. At COLETEK, we're committed to helping organizations like yours thrive and grow by leveraging our multidisciplinary expertise in engineering and product development. Since 2001, COletek has established itself as a trusted national partner for businesses across Murrurburrah, New South Wales, Australia, offering reliable and innovative solutions that drive success. Our team of experts is dedicated to collaborating with clients from various sectors, including yours, to identify challenges and unlock new opportunities. At COletek, we don't believe in one-size-fits-all approaches. Instead, we take the time to understand your unique needs and objectives, crafting tailored engineering and product development solutions that meet your specific goals. Whether you're looking to improve operational efficiency, enhance customer experiences, or pioneer new markets, our seasoned professionals will work closely with your team to deliver results that exceed your expectations. As a multidisciplinary Australian company, COletek has earned a reputation for its adaptability, ingenuity, and passion for problem-solving. When you partner with us, you can rest assured that you'll be working with experienced engineers, designers, and innovators who share your commitment to excellence and community involvement. Throughout Murrurburrah, New South Wales, Australia, businesses of all sizes have come to rely on COletek's trusted guidance and expertise. Whether you're exploring new markets, optimizing processes, or developing innovative products, our support can help propel your organization forward. So why settle for anything less when you can count on COletek? Let the combined might of our national reputation, local understanding, and multidisciplinary expertise guide your business towards growth, innovation, and a brighter future. And if that sounds like something you'd like to explore further, we invite you to take the first step.