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 forCastle 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 forCastle 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.

Solutions for Businesses in Castle Rock and Beyond - COLETEK

Located in the heart of the Upper Hunter Valley, New South Wales, Australia, COELTEK has been serving businesses across Castle Rock and surrounding regions for years. Our team of experts has built a reputation as trusted advisors, providing tailored IT solutions designed to elevate operational efficiency, streamline processes, and drive growth.

At COELTEK, we're proud to operate from our base in Castle Rock, Upper Hunter Valley, New South Wales, Australia, with a national footprint that spans across Australia. Our experience has equipped us to tackle the unique challenges faced by businesses in this region, be it in mining, agriculture, or services.

What sets COELTEK apart is our commitment to innovation, ensuring that clients have access to cutting-edge technology and expert advice to overcome obstacles and stay ahead of the competition. We believe in fostering collaborative relationships with local business owners, empowering them to take control of their IT infrastructure and make data-driven decisions.

It's not just about installing software or hardware; it's about building a partnership that supports your growth ambitions. Whether you're an established player or an emerging start-up, our expertise can help navigate the ever-changing technology landscape and create sustainable solutions for long-term success.

So why entrust your business to anyone else? Choose COELTEK, a trusted partner with a proven track record of delivering results in Castle Rock, Upper Hunter Valley, New South Wales, Australia. Let us be your trusted advisor in the ever-evolving world of technology and support your vision for growth.

If you're ready to elevate your business in Castle Rock and beyond, we'd love to discuss how COELTEK can help. Get in touch today by clicking Contact Us.