AI & Machine Learning Services for Mungindi 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 Mungindi 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 Mungindi 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 Mungindi 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 respected and trusted national company established in 2001, COLETEK is proud to bring its multidisciplinary engineering and product development expertise to the heart of New South Wales – Mungindi. For nearly two decades, we've been serving businesses across Mungindi, New South Wales, Australia, helping them overcome challenges, innovate, and achieve their goals. Our reputation for reliability, collaboration, and capability has earned us a trusted spot among local organizations seeking robust engineering solutions. From agriculture to mining, manufacturing, and beyond, our teams have supported businesses of all sizes, right here in Mungindi, New South Wales, Australia. Whether you're looking to enhance operations, improve efficiency, or develop new products, we're dedicated to delivering exceptional results that meet the unique needs of your operation. As a local presence with national reach, COLETEK understands the distinct challenges and opportunities that come with doing business in regional areas like Mungindi. That's why we're committed to being more than just an engineering company – we're partners who take the time to understand your specific situation and develop tailored solutions that drive real value. By leveraging our expertise in multidisciplinary engineering, product development, and project management, you can count on COLETEK to provide a seamless experience, from conceptualization to deployment. In Mungindi, New South Wales, Australia, we're proud to be a part of the local fabric, serving businesses that make this region thrive. If your organization is looking for a reliable partner to help you overcome obstacles, expand opportunities, or simply achieve greater efficiency, we invite you to explore the COLETEK difference. Let’s build something remarkable together.