AI & Machine Learning Services for Nunderi 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 Nunderi 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 Nunderi 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 Nunderi 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.

Proudly operating throughout the region, including the heart of Nunderi, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our reputation as a trusted partner has been built by delivering innovative solutions that meet the unique needs of businesses across Nunderi and surrounding areas. With a strong foundation rooted in our values of reliability, collaboration, and capability, we've earned the trust of numerous organizations seeking to drive growth and improvement. By leveraging our extensive expertise and cutting-edge technology, local businesses can count on us to help them navigate industry-specific challenges and seize opportunities for development. As a trusted engineering partner, COLETEK serves businesses in Nunderi, New South Wales, Australia, and operates efficiently throughout the region, providing access to our comprehensive suite of services. Whether your company is looking to streamline operations, enhance product offerings, or improve overall efficiency, we're committed to delivering tailored solutions that meet their distinct needs. Our commitment to engineering excellence has enabled us to successfully support organizations across various industries, from manufacturing and logistics to healthcare and education. By understanding the complexities and nuances of each sector, we develop targeted strategies that drive tangible results. This unwavering focus on exceptional service sets us apart as a trusted partner in Nunderi, New South Wales, Australia. As your engineering partner, COLETEK is dedicated to helping local businesses thrive in an ever-changing landscape. By fostering strong, collaborative relationships with our clients, we work together to build sustainable solutions that drive growth, improve operations, and enhance the overall success of your organization. Let’s build something remarkable together.