AI & Machine Learning Services for Mirrabooka 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 Mirrabooka 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 Mirrabooka 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 Mirrabooka 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 thriving business hub serving companies across Mirrabooka, New South Wales, Australia, we at COLETEK understand the unique challenges and opportunities that come with operating in this region. Our multidisciplinary Australian engineering and product development company has been established since 2001, earning us a trusted national reputation for reliability, collaboration, and capability. Based in Mirrabooka, New South Wales, Australia, we are committed to empowering local businesses like yours to thrive and grow. We do so by leveraging our cutting-edge expertise and resources to develop innovative engineering solutions that meet your specific needs and goals. Whether you're looking to improve efficiency, reduce costs, or enhance productivity, our team of experienced engineers is dedicated to delivering exceptional results. Our approach starts with a thorough understanding of your business and its unique requirements. We take the time to listen, collaborate, and consult with your team to identify areas where we can make a meaningful impact. This collaborative spirit has earned us the trust of businesses across Mirrabooka, New South Wales, Australia, as well as throughout Australia. Throughout our history, COLETEK has been proud to serve a diverse range of industries and sectors. Our adaptability and willingness to learn have enabled us to stay ahead of the curve in an ever-evolving technological landscape. This ability to innovate and evolve means that we continue to provide value-added services to businesses operating in Mirrabooka, New South Wales, Australia. As you consider your engineering and product development needs for Mirrabooka, New South Wales, Australia, look no further than COLETEK. We are committed to building long-term relationships with our clients, fostering open communication, and delivering exceptional results. By partnering with us, you can be confident that you've chosen a trusted ally in achieving your business objectives.