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 for Singleton 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 for Singleton 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 Singleton, New South Wales, Australia, COLETEK has established itself as a leading multidisciplinary Australian engineering and product development company since 2001. With our headquarters based in Singleton, we've had the privilege of working closely with businesses across this charming region, helping them solve complex technical challenges and drive innovation.

As a trusted provider of cutting-edge engineering solutions, we've earned a reputation for delivering reliable, high-quality outcomes that meet the unique needs of local industries. Our team of experts draws on decades of collective experience, ensuring our customers receive tailored support that addresses their specific requirements.

We pride ourselves on building long-standing relationships with businesses throughout Singleton and beyond. Whether you're an established operation or a start-up looking to bring your idea to life, we're committed to providing the expertise and guidance you need to succeed. Our approach is built around collaboration, creative problem-solving, and a passion for delivering outstanding results.

By partnering with COLETEK, Singleton businesses can tap into our collective capability and expertise, allowing them to focus on what matters most – driving growth, improving efficiency, and outperforming the competition. As a locally based organization, we're uniquely positioned to understand the nuances of operating in Singleton and surrounding areas, ensuring our solutions are always tailored to the local market.

We take pride in having a deep understanding of the Singleton region's unique needs, challenges, and opportunities. Our team is dedicated to serving businesses across Singleton, New South Wales, Australia with trusted engineering expertise. By working together, we can achieve remarkable things.