AI & Machine Learning Services for Kurnell 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 forKurnell 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 Kurnell 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 forKurnell 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 Kurnell, you understand the importance of staying ahead of the curve with cutting-edge technology. That's where COLETEK comes in – we're your trusted partner for all things tech, with years of experience and innovation under our belt. Based in Kurnell, Sydney & Surroundings, New South Wales, Australia, we've built a reputation across the nation as a reliable and collaborative expert in IT solutions. With a deep understanding of what drives success for businesses like yours, we take pride in serving companies throughout Kurnell, Sydney & Surroundings, New South Wales, Australia. Our team is dedicated to providing tailored technology solutions that meet your specific needs, from boosting productivity and efficiency to enhancing customer experiences. At COLETEK, we don't just talk the talk – our national reputation is built on our unwavering commitment to delivering exceptional results. We operate throughout Kurnell, Sydney & Surroundings, New South Wales, Australia, providing flexible and scalable IT solutions that adapt to your growing needs. Our expertise spans across the entire technology spectrum, ensuring we can address even the most complex challenges. What sets us apart is our genuine passion for collaboration and consultation. We take the time to listen to your unique goals and concerns, then work closely with you to develop a customized plan that addresses your pressing issues. By doing so, we empower businesses like yours in Kurnell, Sydney & Surroundings, New South Wales, Australia to achieve their full potential. As you navigate the ever-changing technology landscape, don't hesitate to reach out for guidance. With COLETEK as your trusted partner, you can rely on cutting-edge expertise and a seamless experience that drives real results. We're here to help your Kurnell, Sydney & Surroundings, New South Wales, Australia-based business thrive – and we'd love the opportunity to do the same for yours. Contact Us