AI & Machine Learning Services for Tuena 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 Tuena 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 Tuena 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 Tuena 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 you navigate the complexities of modern business in Tuena, New South Wales, Australia, you're probably searching for a trusted partner that can help drive innovation and growth in your region. Look no further than COLETEK – a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation built on reliability, collaboration, and capability. For over two decades, we've proudly served businesses across Tuena, New South Wales, Australia, providing tailored solutions that meet the unique demands of your local industry. Our team's collective expertise spans numerous sectors, from manufacturing and infrastructure to healthcare and defense – giving us a deep understanding of the challenges you face daily. Based in Tuena, New South Wales, Australia, COLETEK operates throughout the region, supporting entrepreneurs and established companies alike. When you partner with us, expect a collaborative approach that leverages our extensive knowledge base and cutting-edge tools to drive results. Our engineers are passionate about solving real-world problems, and our commitment to innovation has earned us a reputation as a go-to provider for complex challenges. As your trusted partner in Tuena, New South Wales, Australia, we're dedicated to helping you achieve your goals while ensuring the integrity of your operations. Whether you're looking to improve resource efficiency, enhance product design, or develop new market opportunities, COLETEK's expertise can help you make a meaningful impact on the region. Don't settle for anything less than exceptional service and engineering prowess. Join forces with COLETEK, operating throughout Tuena, New South Wales, Australia – and discover what it means to be part of a trusted network that drives progress in your local community.