AI & Machine Learning Services for Cumbandry 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 Cumbandry 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 Cumbandry 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 Cumbandry 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 business owner in Cumbandry, New South Wales, Australia, you understand the importance of partnering with a reliable company that can help you achieve your goals. COLETEK is proud to be based in Cumbandry, New South Wales, Australia, and we've been serving businesses across this region for years. Our multidisciplinary Australian engineering and product development company, established in 2001, has earned a reputation as a trusted partner for organizations of all sizes. At COLETEK, we're committed to delivering exceptional results through collaboration with our clients. We take the time to understand your unique needs and craft innovative solutions that meet your specific requirements. With our expertise in engineering and product development, we've helped businesses throughout Cumbandry, New South Wales, Australia and across Australia overcome challenges and achieve success. When you work with COLETEK, you can expect a high level of reliability, from initial consultation to project completion. Our team is dedicated to ensuring that your product or solution meets the highest standards, and we're always available to provide guidance and support throughout the process. Whether you're looking to develop a new product, improve existing operations, or expand into new markets, COLETEK is here to help. Our long history of serving businesses in Cumbandry, New South Wales, Australia has equipped us with the expertise and knowledge to tackle even the most complex challenges. We're proud of our reputation as a trusted partner for businesses across this region, and we look forward to working with you. So why let your business be held back by limitations? Let COLETEK based in Cumbandry, New South Wales, Australia help you unleash your full potential. Contact us today to learn more about how we can support you on your path to success.