AI & Machine Learning Services for Kings Plains 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 Kings Plains 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 Kings Plains 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 Kings Plains 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've been trusted by businesses across the country to deliver innovative solutions that meet their unique needs. Based in Kings Plains, New South Wales, Australia, our team is dedicated to serving businesses throughout this region. We understand the importance of supporting local industries and helping entrepreneurs turn their ideas into reality. Whether you're looking for assistance with product development, engineering solutions, or simply seeking expert advice, we're here to help. Our team of experts has built a reputation for delivering reliable, collaborative, and capable solutions that meet the evolving needs of our clients. We've worked closely with businesses in Kings Plains, New South Wales, Australia to develop creative solutions that drive growth and success. From agricultural innovations to manufacturing advancements, we've helped shape the future of our local community. As a national company with a strong presence in Kings Plains, New South Wales, Australia, we're well-equipped to support your business needs. Our experienced engineers and product developers are dedicated to working closely with you to understand your goals and objectives. Together, we'll identify opportunities for improvement and develop tailored solutions that drive results. When it comes to engineering excellence, experience matters. At COLETEK, our team has spent years honing their skills and staying up-to-date with the latest innovations and technologies. We're committed to bringing our expertise to your door, providing the support you need to succeed in Kings Plains, New South Wales, Australia and beyond. Join forces with us, and let's build something remarkable together. Our experienced team is ready to work with you every step of the way. Whether you're located in Kings Plains, New South Wales, Australia or operating throughout Australia, we're here to support your success.