AI & Machine Learning Services for Nayook 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 Nayook 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 Nayook 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 Nayook 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 local resident of Nayook, Victoria, Australia, you understand the importance of having trusted partners who can help drive success for your business or community project. COLETEK is proud to be a leading multidisciplinary Australian engineering and product development company established in 2001, with a strong reputation for delivering innovative solutions across various sectors. As we take pride in our national presence, serving businesses and communities throughout Australia, including Nayook, Victoria, Australia – we're committed to providing exceptional support that transcends borders. Our unique approach combines cutting-edge engineering expertise with collaboration and creativity, empowering our clients to achieve remarkable outcomes. With extensive experience working on diverse projects throughout Nayook, Victoria, Australia and beyond, we've honed a deep understanding of local needs and challenges. COLETEK's team is dedicated to fostering lasting relationships by offering tailored solutions that meet your unique requirements, from conceptualization to execution and maintenance. Whether you're developing new technologies or optimizing existing infrastructure in Nayook, Victoria, Australia – our expertise lies in engineering innovation, product development, and project success. By choosing COLETEK as your trusted partner, you can rely on our reliability, trustworthiness, and capability to navigate complex projects with confidence. Don't let uncertainty hold back your growth; instead, take the first step towards building something remarkable together. Our team is eager to apply their skills and knowledge to help you succeed in Nayook, Victoria, Australia or anywhere across the country. Let's start the conversation today!