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 for Murringo 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 for Murringo 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 community nestled in the heart of New South Wales, Australia, Murringo is a hub of entrepreneurial spirit and innovation. At COLETEK, we're proud to serve businesses across this picturesque region, providing expert engineering and product development solutions that drive growth, efficiency, and competitiveness. With over 20 years of experience as a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for reliability, collaboration, and capability. Our team of talented engineers, designers, and developers work together to deliver innovative products and services that meet the unique challenges faced by businesses in Murringo, New South Wales, Australia. Based in Murringo, New South Wales, Australia, we're committed to supporting local businesses throughout the region, from Tamworth and Griffith to Wagga Wagga and beyond. Our national presence allows us to operate efficiently across New South Wales and provide seamless support to our clients. Whether you're looking to improve your manufacturing processes, design new products, or develop cutting-edge technology, COLETEK is dedicated to helping your business thrive. We take pride in our ability to work closely with businesses of all sizes, from startups to established companies. Our collaborative approach ensures that we understand your specific needs and can provide tailored solutions that meet your unique goals and objectives. By drawing on our expertise in engineering and product development, you can trust that your project is in capable hands. Operating throughout Murringo, New South Wales, Australia, COLETEK is dedicated to helping local businesses succeed through innovative solutions, expertise, and collaboration. If you're looking for a trusted partner to help drive your business forward, look no further than COLETEK. Let's build something remarkable together.