AI & Machine Learning Services for Hay 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 Hay 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 Hay 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 Hay 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 Hay, New South Wales, Australia, you understand the importance of partnering with a trusted and reliable engineering and product development company. For nearly two decades, COLETEK has been establishing itself as a national leader in multidisciplinary engineering solutions. Our unique blend of innovation, expertise, and old-fashioned collaboration has earned us a reputation that extends far beyond our office walls – and we're proud to bring this expertise to the entrepreneurs, inventors, and innovators of Hay, New South Wales, Australia. With roots planted firmly in Australian soil since 2001, COLETEK has grown to serve businesses across Hay, New South Wales, Australia and throughout the nation. Our multidisciplinary approach to engineering and product development means we're not limited by discipline or industry – we thrive on complexity and love tackling tough challenges head-on. Whether you're looking to launch a new product, streamline operations, or drive innovation, our team is uniquely equipped to provide tailored solutions that meet your specific needs. By partnering with COLETEK, businesses like yours can rest assured they'll have a trusted ally at their side – one that shares a deep understanding of the region's unique challenges and opportunities. Our people are based in Hay, New South Wales, Australia and around the country, giving us unparalleled insight into local market trends, regulatory requirements, and regional distinctives. This on-the-ground expertise allows us to craft solutions that are not only technically excellent but also strategically sound for our clients. At COLETEK, we're not just engineers – we're collaborators who believe in working closely with our clients to understand their needs, leverage their strengths, and overcome their challenges. We take pride in being a proactive partner throughout the entire project lifecycle, from concept development through launch and beyond. Through it all, we remain committed to delivering exceptional value, reliability, and results that exceed our clients' expectations. As you navigate the ever-evolving landscape of Hay, New South Wales, Australia's business scene, don't settle for anything less than the best. Our team at COLETEK is ready to put our reputation for excellence – earned through years of serving businesses across Hay, New South Wales, Australia and beyond – to work for you. Let us help you build a better future by harnessing the power of innovative engineering and product development.