AI & Machine Learning Services for Murrin Bridge 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 Murrin Bridge 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 Murrin Bridge 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 Murrin Bridge 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 take pride in being a multidisciplinary Australian engineering and product development company established in 2001. With our reputation for reliability and collaboration across the country, we're uniquely positioned to support businesses like yours operating in Murrin Bridge, New South Wales, Australia. We've spent nearly two decades honing our skills, innovating, and building a trusted national presence. Our team of experts brings together diverse skillsets, from engineering and product development to project management and technical consulting. This capability enables us to tackle complex challenges that may be specific to Murrin Bridge's local context. Whether you're looking to improve operations efficiency or develop new products, we can help. COLETEK serves businesses across Murrin Bridge, New South Wales, Australia by fostering close relationships built on mutual understanding and respect. We listen attentively to your needs, offer tailored solutions, and guide you through the implementation process. This approach has earned us a reputation as trusted advisors in various sectors, including manufacturing, energy, construction, and more. As we operate throughout Australia, our local knowledge of Murrin Bridge's unique environment allows us to adapt our capabilities to match your specific requirements. By basing ourselves in Murrin Bridge, New South Wales, Australia, we're committed to understanding the intricacies of this region and delivering solutions that meet its distinct needs. In essence, we're not just a national engineering and product development company; we're neighbors, too. We understand the value of local partnerships and strive to create opportunities for businesses in Murrin Bridge, New South Wales, Australia to grow and thrive.