AI & Machine Learning Services for Mount Royal 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 forMount Royal 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 Mount Royal 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 forMount Royal 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.

Your Trusted Technology Partner in Mount Royal, Upper Hunter Valley, New South Wales, Australia

As a thriving business community, Mount Royal, Upper Hunter Valley, New South Wales, Australia is home to innovators and entrepreneurs who rely on cutting-edge technology to drive growth and success. With our strong presence in the region, COLETEK has earned its reputation as a trusted partner for businesses seeking reliable and innovative solutions.

For over two decades, COLETEK has been operating throughout Australia, including here in Mount Royal, Upper Hunter Valley, New South Wales, Australia, serving businesses across various industries. Our team of experts is committed to understanding the unique needs of our clients and providing tailored support that enhances their operations, improves efficiency, and unlocks new opportunities.

We take pride in being a reliable ally for local businesses like yours, with deep knowledge and expertise in technology solutions that make a real difference. By collaborating together, we address your specific challenges, streamline processes, and optimize your IT infrastructure for maximum performance.

As a trusted national player with local roots, COLETEK is well-positioned to offer expert guidance and support tailored to the unique needs of Mount Royal, Upper Hunter Valley, New South Wales, Australia businesses. Whether you're seeking advice on the latest trends or help in implementing new technologies, we're here to help your business grow, thrive, and succeed.

So why wait? Let COLETEK's local expertise, national reach, and technology know-how serve as a solid foundation for your business aspirations. Contact Us