AI & Machine Learning Services for Mayfield North 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 Mayfield North 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 Mayfield North 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 Mayfield North 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering exceptional results. Our team is dedicated to serving businesses across Mayfield North, New South Wales, Australia, and throughout the country. With years of expertise under our belt, we've honed our skills in collaborating with local entrepreneurs and established organizations alike. Our innovative approach ensures that every solution is tailored to meet the unique needs of your business. Whether you're seeking to improve operational efficiency, enhance product offerings, or develop a new market, our multidisciplinary team has the capability to drive results. Based in Mayfield North, New South Wales, Australia, COLETEK has developed a deep understanding of the local landscape and the challenges faced by businesses operating within it. We take pride in building strong relationships with our clients, taking the time to understand their goals, and delivering reliable solutions that meet their needs. Our commitment to reliability and collaboration sets us apart from other engineering and product development companies. By leveraging cutting-edge technologies and our extensive networks, we can support your business every step of the way – from concept to launch. With COLETEK, you'll benefit from having a trusted partner committed to helping you achieve your objectives in Mayfield North, New South Wales, Australia. At COLETEK, we're passionate about engineering innovative solutions that make a real difference in our community. From product development and testing to engineering and manufacturing services, we're dedicated to serving businesses that shape the future of Mayfield North, New South Wales, Australia. When you need trusted partners who can help you achieve your goals, look no further than COLETEK.