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 forHay 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 forHay 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.

Australian Expertise in Hay, Murray & Riverina: COLETEK's Commitment to Local Businesses

In the heart of New South Wales, Australia, lies the thriving region of Hay, Murray & Riverina. A place where rich farmland meets vibrant communities, and innovative businesses come together to drive growth and prosperity. As a proud Australian company with extensive experience in this area, COLETEK is dedicated to supporting local entrepreneurs, farmers, and professionals every step of the way.

Our team has been serving Hay, Murray & Riverina for years, understanding the unique needs and challenges of businesses operating in this region. With our deep roots in Australian soil, we've established a reputation as a trusted partner, committed to helping local companies succeed through innovation, guidance, and expert advice. Whether you're looking to expand your operations, streamline processes, or navigate the complexities of the agricultural industry, COLETEK is here to help.

We're not just a national company with offices in major cities – we're deeply invested in the well-being of Hay, Murray & Riverina's businesses and communities. Our local presence allows us to tailor our approach to your specific needs, drawing on our extensive experience working with clients across this region. From agricultural businesses seeking to improve yields and reduce costs, to manufacturers looking to optimize supply chains and enhance efficiency, we've got the expertise to help you achieve your goals.

Trust is everything in business, and at COLETEK, we've earned a reputation as a reliable and trustworthy partner. We take pride in our transparent communication style, ensuring that clients feel empowered throughout every stage of their journey with us. And through our innovative approaches, cutting-edge technology, and collaborative mindset, we're constantly pushing the boundaries of what's possible for local businesses.

In Hay, Murray & Riverina, we understand the importance of community and connection. That's why COLETEK is committed to building lasting relationships with our clients, working together to drive growth and prosperity throughout this thriving region. Join us on this journey, and discover the benefits of partnering with a trusted Australian company that truly understands the unique needs and challenges of businesses in Hay, Murray & Riverina.