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 for Mount 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 for Mount 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Over the years, our team has earned a reputation for delivering innovative solutions that exceed expectations. As a trusted national partner, we've had the privilege of serving businesses across Mount Royal, New South Wales, Australia, as well as throughout Australia. Our foundation is built on a deep understanding of engineering principles and a passion for collaboration. We work closely with clients to co-create innovative products and services that drive their success. Whether you're seeking expert guidance on design optimization or comprehensive support in product development, we've got the expertise to help your business thrive. Operating throughout Mount Royal, New South Wales, Australia, our team is dedicated to delivering exceptional results that exceed your expectations. One of our greatest strengths lies in our commitment to reliability and capability. We recognize that every business has unique needs, which is why we take a personalized approach to understanding their challenges and opportunities. Our solutions are designed to integrate seamlessly with existing operations, minimizing downtime and ensuring that your operations remain efficient and effective. With COLETEK on your side, you can rest assured that your most complex problems will be tackled head-on by our team of experts. As a business owner in Mount Royal, New South Wales, Australia, you deserve a partner who puts your needs first. That's why we're committed to building long-term relationships based on trust, transparency, and mutual respect. We understand the importance of staying ahead of the curve in today's fast-paced business environment, which is why we're constantly innovating and pushing the boundaries of what's possible. If you're looking for a trusted partner to help your business in Mount Royal, New South Wales, Australia achieve remarkable things, look no further than COLETEK. We're here to support your growth and success every step of the way. So why wait? Let us put our engineering expertise and commitment to excellence to work for you.