AI & Machine Learning Services for Nug Nug 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 Nug Nug 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Nug Nug 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 Nug Nug 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 multidisciplinary Australian engineering and product development company established in 2001, we're proud to operate throughout the country, including in Nug Nug, Victoria, Australia. At COLETEK, we've built a reputation for delivering high-quality solutions that meet our clients' unique needs. Our team of experts is dedicated to serving businesses across Nug Nug, Victoria, Australia, providing reliable and effective engineering support. With over two decades of experience in engineering and product development, we boast a robust understanding of local industry trends, challenges, and opportunities. Based in Nug Nug, Victoria, Australia, we're well-positioned to provide bespoke solutions that cater specifically to the needs of regional businesses. Whether you're looking for innovative manufacturing techniques or expert advice on production processes, we're committed to helping you achieve your objectives. Our trusted national reputation precedes us, with a long history of delivering successful projects across various industries. We take pride in our capability to collaborate closely with clients, understanding their specific challenges and requirements. This allows us to develop tailored solutions that drive tangible benefits for Nug Nug, Victoria, Australia businesses. As a provider of engineering and product development services, we're not limited by traditional boundaries or offerings. Our multidisciplinary approach enables us to tackle complex projects from conception through to implementation, leveraging our deep understanding of technology, materials science, and innovative design principles. By combining these expertise with a client-centric mindset, we empower businesses in Nug Nug, Victoria, Australia and beyond to navigate industry changes, capitalize on new opportunities, and achieve their growth aspirations. As COLETEK continues to evolve as a provider of top-notch engineering solutions, we remain committed to the region and its entrepreneurs. Our continued support for businesses across Nug Nug, Victoria, Australia underscores our dedication to fostering local economic development and regional prosperity. Whether you're an established business seeking to revitalize your operations or an emerging entrepreneur looking to bring your vision to life, we're here to help. Let us leverage our cutting-edge expertise to drive success in Nug Nug, Victoria, Australia. Together, let's build something remarkable!