AI & Machine Learning Services for Winegrove 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 Winegrove 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 Winegrove 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 Winegrove 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 the sun rises over the picturesque landscape of Winegrove, New South Wales, Australia, businesses in this thriving region are looking to innovative partners to drive their growth. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has been serving these businesses across Winegrove, New South Wales, Australia for years. With our solid national reputation built on reliability, collaboration, and capability, we're proud to call ourselves a trusted partner for businesses of all sizes. Our deep understanding of the challenges faced by companies operating throughout Australia means you can rely on us to provide expert solutions that meet your unique needs. As a valued member of the Winegrove business community, you deserve tailored support from knowledgeable professionals who truly understand your industry. As your go-to engineering and product development partner, we've crafted an approach that puts your success at the forefront. We collaborate with clients like yours to develop innovative products and solutions that improve operational efficiency, reduce costs, and enhance customer experiences. Our team's expertise spans multiple disciplines, allowing us to tackle even the most complex problems. Whether you're seeking to optimize production processes, create immersive customer experiences, or engineer new technologies, we've got the skills to help your business thrive. In Winegrove, New South Wales, Australia and throughout our beloved country, COLETEK is committed to supporting businesses like yours with a people-first approach. We believe that when our clients succeed, the community as a whole benefits. So why choose us? Because our dedication to engineering and product development excellence, combined with our passion for building strong relationships, makes us the ideal partner for your growth journey.