AI & Machine Learning Services for Cooyal 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 Cooyal 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 Cooyal 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 Cooyal 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, Cooyal is a thriving community that relies on innovative engineering solutions to drive its economic growth and development. At COLETEK, we are proud to be a trusted partner for businesses in Cooyal, providing expert guidance and support to help them succeed. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, our reputation is built on delivering reliable, collaborative solutions that meet the unique needs of each client. Our team of experts has years of expertise working with businesses across Cooyal, New South Wales, Australia, helping them overcome complex technical challenges and achieve their goals. Our innovation and passion for engineering have earned us a respected national reputation for providing trustworthy support to companies in various fields. By leveraging our cutting-edge capabilities, local organizations in Cooyal can count on us to help them develop and launch new products, improve operational efficiency, and drive business growth. COYTEK is more than just an engineering company – we are dedicated partners who listen carefully to understand your unique challenges and goals. Our collaborative approach allows us to tailor our services to meet the specific needs of each client, providing tailored solutions that deliver real results. Whether you're based in Cooyal or operating throughout Australia, our team is committed to working closely with you to ensure your projects are executed successfully. In an ever-changing business environment, it's essential for organizations in Cooyal to stay ahead of the curve by embracing innovative engineering solutions. At COYTEK, we understand the importance of reliability and precision, which is why we're dedicated to delivering exceptional results that meet our clients' needs. Our commitment is reflected in every interaction we have with businesses across Cooyal, New South Wales, Australia. So why settle for anything less? Let us leverage our experience, innovation, and trusted reputation to support your business goals. As a local company based in Cooyal, New South Wales, Australia, we're proud to serve as a reliable partner for companies seeking engineering leadership that makes a lasting impact. Let's build something remarkable together.