AI & Machine Learning Services for White Cliffs 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 White Cliffs 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 White Cliffs 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 White Cliffs 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.

When it comes to innovative engineering and product development solutions in White Cliffs, New South Wales, Australia, businesses can trust the expertise of COLETEK. As a multidisciplinary Australian company established in 2001, we've built a reputation for reliability, collaboration, and capability across various industries.

Over the years, we've had the pleasure of working with clients from diverse backgrounds, including those based in White Cliffs, New South Wales, Australia. Our team is passionate about embracing challenges, fostering long-term relationships, and delivering tangible results that drive growth and success.

As a trusted national player in the Australian engineering and product development landscape, COLETEK offers more than just technical expertise – we provide strategic partnerships designed to empower businesses serving White Cliffs, New South Wales, Australia. We're committed to understanding the unique needs of your operation and translating that knowledge into effective solutions that support continued expansion.

Working closely with our clients, we identify areas for improvement, develop tailored strategies, and execute projects that meet their immediate and long-term objectives. Our experienced engineers and product developers remain up-to-date with the latest advancements in their respective fields to ensure that your White Cliffs business receives cutting-edge solutions that drive real-world results.

In White Cliffs, New South Wales, Australia, businesses face distinct challenges. At COLETEK, we're dedicated to helping our clients overcome these hurdles and thrive in an ever-changing landscape. We understand the importance of collaboration, innovation, and strategic planning to drive growth and profitability.

We'd be delighted to discuss how our expertise can benefit your White Cliffs-based business or organization. Don't hesitate to reach out – we're here to listen, consult, and deliver bespoke solutions that meet your unique needs.