AI & Machine Learning Services for Murringo 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 forMurringo 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 Murringo 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 forMurringo 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.

Thriving in Murringo: COLETEK's Commitment to Central Tablelands Businesses

As you navigate the rolling hills and rural charm of Murringo, Central Tablelands, New South Wales, Australia, you can't help but notice the sense of community that defines this picturesque region. From local farmers' markets to family-owned businesses, the people of Murringo are what make it a true gem. At COLETEK, we're proud to be a trusted Australian company with a deep understanding of the unique needs and challenges faced by Murringo's entrepreneurs and small business owners. For decades, our team has been dedicated to supporting local businesses like yours, working tirelessly behind the scenes to ensure you have the tools and resources needed to thrive in this competitive market. As a locally-based company, we're not just familiar with the Central Tablelands region – we're passionate about its people, its culture, and its endless opportunities. With COLETEK on your side, you can trust that your business is in good hands. Our team of experts has honed their skills through years of experience working alongside local businesses across Australia. Whether you're just starting out or looking to take your company to the next level, we'll work closely with you to develop a customized approach that drives real results. At COLETEK, innovation and collaboration are at the heart of everything we do. We believe in harnessing the collective expertise and creativity of local businesses like yours to drive progress and stimulate growth. By working together, we can identify new opportunities, overcome challenges, and celebrate successes that might have seemed out of reach otherwise. As a trusted Australian company, we understand that building strong relationships takes time and effort. That's why we're committed to being a constant presence in the Murringo community, always willing to lend a helping hand or offer sage advice whenever you need it. We're proud supporters of local initiatives, events, and causes that matter most to our customers – because we believe that when we work together, great things can happen. When you partner with COLETEK, you can rely on our unwavering commitment to delivering exceptional results, backed by a deep understanding of the Murringo community. We're not just a local business solution – we're a trusted ally, dedicated to helping your business flourish in this beautiful region. Contact Us