AI & Machine Learning Services for Marrangaroo 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 Marrangaroo 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 Marrangaroo 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 Marrangaroo 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 technical decision-maker in Marrangaroo, New South Wales, Australia, you understand the importance of having reliable partners to support your operations. COLETEK is an innovative multidisciplinary Australian engineering and product development company established in 2001 with a reputation for delivering high-quality solutions that meet the unique needs of businesses like yours.

Throughout our nearly two decades of operation, we've developed expertise across multiple disciplines, allowing us to offer comprehensive support to businesses serving Marrangaroo, New South Wales, Australia and beyond. When you partner with COLETEK, you can expect unwavering dedication to your project's success and close collaboration throughout the process.

We're proud to be based in Marrangaroo, New South Wales, Australia, and our team operates throughout Australia, supporting businesses of all sizes and industries. Whether you're looking to enhance operational efficiency, develop new products or services, or overcome engineering challenges, we're committed to bringing your vision to life.

At COLETEK, we understand that every business is unique, which is why we take the time to listen to your needs and craft tailored solutions that meet your specific goals. Our commitment to reliability, collaboration, and capability means you can rely on us for trusted guidance and support as you grow your Marrangaroo, New South Wales, Australia-based operation.

From concept to implementation, COLETEK is here to empower your business with cutting-edge engineering and product development expertise. As a locally established company operating throughout Australia, we're well-positioned to support businesses in Marrangaroo, New South Wales, Australia as they navigate the challenges of their industry.