AI & Machine Learning Services for Roseberg 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 Roseberg 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 Roseberg 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 Roseberg 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.

As a business leader in Roseberg, New South Wales, Australia, you're passionate about driving growth and innovation. At COLETEK, we share your enthusiasm. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering reliable solutions that drive success. Whether you're an entrepreneur or a seasoned executive, our expertise is designed to support your ambitions.

For over two decades, COLETEK has been serving businesses across Roseberg, New South Wales, Australia and throughout the country. Our in-house team of engineers, designers, and product developers collaborate to craft innovative solutions that meet the unique needs of local industries. By leveraging our collective expertise, we've earned a trusted reputation as a go-to partner for businesses seeking tailored support.

At COLETEK, we're committed to building strong relationships with our clients, based in Roseberg, New South Wales, Australia and beyond. We believe that effective partnerships require more than just technical prowess – they necessitate a deep understanding of the complexities facing local businesses like yours. Our team takes the time to listen to your needs, providing tailored support that adapts to your specific challenges.

We're proud to operate throughout Roseberg, New South Wales, Australia and nationwide, supporting industries that shape our community. Whether you're looking to enhance product development, streamline operations, or drive digital transformation, we're dedicated to delivering expert guidance that drives results.

At COLETEK, reliability is at the heart of everything we do. Our commitment to collaboration, capability, and innovation ensures that your business is supported by a trusted partner that understands the nuances of Roseberg, New South Wales, Australia.