AI & Machine Learning Services for Cathundral 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 Cathundral 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 Cathundral 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 Cathundral 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 region rich in history and culture, Cathundral, New South Wales, Australia is home to innovative businesses that drive growth and development. With its unique blend of natural beauty and industrial heritage, Cathundral presents opportunities for companies looking to thrive. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for delivering reliable solutions. Based in Cathundral, New South Wales, Australia, we take pride in being part of this vibrant community. Our team of experts is committed to collaboration and supporting local businesses as they navigate the complexities of the modern market. With a national presence and a rich vein of experience, COLETEK has earned its place as a trusted partner for companies seeking to drive innovation. As a business leader or decision-maker in Cathundral, New South Wales, Australia, you no doubt know that staying ahead of the curve is crucial. That's where our capabilities come into play – we're equipped to tackle the most pressing challenges and turn them into opportunities. Our unique blend of engineering expertise and product development prowess makes us an invaluable asset for businesses seeking reliable solutions. From concept design to prototyping, testing, and manufacturing, we've got the skills and know-how to bring your ideas to life. Whether you're a start-up looking to disrupt the status quo or an established business seeking to innovate and expand, COLETEK has the capacity to make it happen – serving businesses across Cathundral, New South Wales, Australia, and throughout Australia. We're proud of our reputation for reliability, our commitment to collaboration, and our capability to deliver exceptional results. When you partner with us, you can be confident that your project will receive the attention it deserves. Whether you're a local business owner or a national decision-maker, we invite you to experience the COLETEK difference. Let's build something remarkable together.