AI & Machine Learning Services for Singleton 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 forSingleton 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 Singleton 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 forSingleton 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.

Elevate Your Business with COLETEK in Singleton, Upper Hunter Valley, New South Wales, Australia

As a business owner in Singleton, Upper Hunter Valley, New South Wales, Australia, you're part of a thriving community that's rich in history and natural beauty. At COLETEK, we're proud to be a trusted partner for local businesses like yours, operating throughout the region while keeping our global expertise at your fingertips.

With over a decade of industry experience and unwavering commitment to innovation, our national reputation has earned us a spot among the leaders in technology solutions. Our team's passion is rooted in helping clients from diverse sectors – from mining and manufacturing to healthcare and beyond – achieve their vision through customized IT strategies.

Based in Singleton, Upper Hunter Valley, New South Wales, Australia, we maintain a strong presence to serve businesses across this picturesque region. As your trusted ally, we'll collaborate with you to identify challenges, capitalize on opportunities, and future-proof your operations for sustainable growth. By harnessing cutting-edge technologies and our expertise, you can confidently navigate the complexities of an ever-evolving digital landscape.

At COLETEK, we believe that effective technology integration should be seamless, reliable, and empowering – allowing you to focus on what matters most: driving innovation, improving customer experiences, and building lasting success. As a trusted IT partner in Singleton, Upper Hunter Valley, New South Wales, Australia, our door is open for businesses seeking expert guidance, tailored solutions, and locally delivered support that's second to none.

We're not just a technology company – we're your partner in progress, committed to helping you stay ahead of the curve. Operating throughout Australia with a strong presence in Singleton, Upper Hunter Valley, New South Wales, Australia, we're dedicated to empowering businesses like yours to thrive in this competitive landscape. When you're ready to take your organization to the next level, get in touch – and let's take the first step together. Contact Us