AI & Machine Learning Services for Nerong 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 Nerong 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 Nerong 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 Nerong 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 trusted partner to businesses across Nerong, New South Wales, Australia, we at COLETEK understand the importance of reliable and innovative engineering solutions for achieving operational efficiency and staying ahead of the competition. Our multidisciplinary team has been dedicated to delivering exceptional results since our establishment in 2001. As a true-blue Australian company with unparalleled national reputation, we take pride in serving businesses across various industries and sectors throughout Australia, including those based in Nerong, New South Wales, Australia. COLETEK's expertise in engineering and product development empowers businesses like yours to make informed decisions, optimize their operations, and drive growth. Our collaborative approach ensures that we understand your unique needs, challenges, and goals. By leveraging our cutting-edge capabilities and expertise, we help you solve complex problems, streamline processes, and boost competitiveness. As a key player in the Australian engineering landscape, we remain committed to supporting businesses in Nerong, New South Wales, Australia as well as those operating throughout the nation. Our unwavering dedication to reliability, customer-centric approach, and unparalleled capabilities set us apart from other companies vying for your attention. When you partner with COLETEK, you gain a trusted ally that will go above and beyond to deliver outstanding results. So why not take advantage of our expertise and let's build something remarkable together? Discover how COLETEK can empower your business in Nerong, New South Wales, Australia by contacting us today and exploring the many ways we can collaborate to drive success.