AI & Machine Learning Services for Mummulgum 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 Mummulgum 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 Mummulgum 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 Mummulgum 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 growing community in the North Coast region of New South Wales, Mummulgum is an exciting hub of innovation and entrepreneurship. As businesses in this area continually strive to improve and expand their operations, they require trusted partners who can help them overcome challenges and achieve their goals. This is where COLETEK comes in – a multidisciplinary Australian engineering and product development company with over 21 years of experience in delivering innovative solutions. With a national reputation built on reliability, collaboration, and capability, COLETEK has earned the trust of businesses across Mummulgum, New South Wales, Australia. As a locally based but nationally aware company, we have a deep understanding of the unique needs and challenges facing regional businesses like those in Mummulgum. Our team is committed to working closely with clients from this area, providing expert engineering and product development services that are tailored to their specific requirements. Our approach is centered on building strong relationships with our customers, based in Mummulgum, New South Wales, Australia, as well as throughout the country. We take the time to understand each business's distinct needs and goals, then work together to develop innovative solutions that meet those needs. By fostering a culture of collaboration and continuous learning, we remain at the forefront of engineering and product development, always staying ahead of the curve. For businesses in Mummulgum, New South Wales, Australia looking for a trusted partner to support their growth and success, COLETEK is uniquely positioned to provide the expertise and resources needed. As a locally rooted but nationally focused company, we are capable of serving businesses across this region with ease. Whether you're expanding into new markets or seeking innovative solutions to drive your business forward, our team is committed to helping you achieve your goals. We invite businesses from Mummulgum, New South Wales, Australia who share our passion for innovation and growth to join us on this journey. By partnering with COLETEK, you can leverage the collective knowledge, expertise, and capabilities of our team to drive meaningful progress in your organization.