AI & Machine Learning Services for Castle Rock 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 Castle Rock 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 Castle Rock 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 Castle Rock 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.

Located in the heart of Castle Rock, New South Wales, Australia, COLETEK is a trusted engineering and product development company dedicated to supporting local businesses like yours. With almost two decades of experience since our establishment in 2001, we have built a reputation for delivering reliable solutions that drive success across various industries. As a multidisciplinary Australian company, we bring together expertise from diverse fields including mechanical, electrical, and mechatronics engineering. Our team is passionate about collaboration and has a deep understanding of the unique challenges faced by businesses operating in Castle Rock, New South Wales, Australia. By drawing on our extensive knowledge base, we develop innovative products and systems that are tailored to meet the specific needs of local entrepreneurs and business owners. At COLETEK, we pride ourselves on our ability to adapt to changing market conditions and technological advancements. Our commitment to ongoing professional development ensures that you have access to cutting-edge solutions that can help your business stay ahead of the curve. By partnering with us, you can leverage our expertise to overcome challenges, identify new opportunities, and drive growth. As a locally-based company, we understand the importance of building strong relationships with businesses in Castle Rock, New South Wales, Australia, and across the country. We take pride in serving as an extension of your team, providing tailored support that enables you to focus on what matters most – growing your business. Whether you are seeking innovative product design solutions or strategic engineering expertise, we offer world-class capabilities that can help you achieve your goals. With COLETEK by your side, you can trust that your project will receive the attention and care it deserves, every step of the way.