AI & Machine Learning Services for Puddledock 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 Puddledock 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 Puddledock 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 Puddledock 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.

In the heart of New South Wales, Australia, lies the picturesque town of Puddledock. As a community-driven region, it's essential to have reliable support systems in place to facilitate growth and innovation. At COLETEK, we're committed to being that trusted partner for businesses operating throughout Puddledock. With our multidisciplinary approach to engineering and product development, we've established a reputation as a leading national player since 2001. As a local, Australian company based in Puddledock, New South Wales, Australia, we understand the unique challenges faced by businesses in this region. Our expertise lies not only in delivering innovative solutions but also in fostering collaborations that drive success. By building strong relationships with our clients, we empower them to overcome obstacles and seize opportunities. Our team operates throughout Puddledock, providing a broad range of reliable support services tailored to each business's distinct needs. Rather than offering a limited scope of standardized packages, we focus on crafting bespoke solutions that address the complexities of local industries. This holistic approach has allowed us to build trust with our clients, earning their loyalty and confidence over time. As you navigate the ever-evolving landscape of Puddledock, New South Wales, Australia's business world, it's reassuring to have a trusted partner like COLETEK. By leveraging our national reputation for innovation, reliability, and capability, we're well-positioned to support your growth and enhance your performance. Whether you're seeking operational efficiency, supply chain optimization, or new product development, we're here to help. In Puddledock, New South Wales, Australia, COLETEK stands at the forefront of engineering and product development expertise. By choosing us as your partner, you'll gain access to a wealth of knowledge, resources, and creative thinking that will propel your business forward.