AI & Machine Learning Services for Cooks Hill 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 Cooks Hill 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 Cooks Hill 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 Cooks Hill 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 owner or entrepreneur based in the vibrant city of Cooks Hill, New South Wales, Australia, you know how crucial it is to surround yourself with people who understand your unique challenges and can help you drive growth. That's where COLETEK comes in - a multidisciplinary Australian engineering and product development company established in 2001. With our rich experience, innovative approach, and national reputation for excellence, we're the perfect partner to help you solve complex problems and turn your ideas into reality. Our team of experts has been supporting businesses across Cooks Hill, New South Wales, Australia and throughout Australia for years, helping them overcome obstacles, streamline operations, and increase productivity. By working closely with our clients, we take pride in developing customized solutions that cater to their specific needs, ensuring seamless integration with existing processes and systems. At COLETEK, we're committed to building long-term relationships by being a reliable partner that understands the complexities of your industry. We don't just talk about innovation - we make it happen through our collaborative approach, technical expertise, and commitment to delivering exceptional outcomes. Whether you're looking to develop new products, optimize existing processes, or simply need expert guidance, we have the capability and know-how to help you achieve your goals. In Cooks Hill, New South Wales, Australia, you'll find a strong sense of community and innovation - values that align perfectly with our own at COLETEK. We're not just another engineering company; we're local partners who care about the success of your business as much as you do. So why settle for anything less than exceptional results when you can have them with us? Let's work together to build something remarkable, tailored specifically to your needs and goals.