AI & Machine Learning Services for Narrawallee 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 Narrawallee 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 Narrawallee 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 Narrawallee 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 multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable solutions that drive innovation. Our team has supported businesses across Narrawallee, New South Wales, Australia, as well as ventures throughout Australia, by providing tailored engineering expertise and collaborative problem-solving capabilities. With our deep understanding of the region's unique challenges and opportunities, we're committed to serving businesses in Narrawallee, New South Wales, Australia. Our experienced professionals are dedicated to fostering long-term relationships with local clients, empowering them to achieve their goals through our innovative approach. Whether you operate a small-sized business or an established enterprise, our collaborative spirit ensures that your project gets the attention it deserves. At COLETEK, we take pride in our ability to adapt and excel across diverse industries and sectors. Our comprehensive capabilities enable us to tackle complex engineering challenges, from conceptualization to implementation, ensuring that your project meets the highest standards of quality and reliability. By partnering with us, you can expect seamless communication, precise execution, and a deep understanding of the intricacies involved in bringing your vision to life. By leveraging our trusted national reputation and extensive experience, COLETEK has established itself as a go-to engineering solutions provider in Narrawallee, New South Wales, Australia. Our commitment is straightforward: we're dedicated to empowering businesses across the region to succeed through expert collaboration and innovative problem-solving. Whether you're looking for novel ways to improve operational efficiency or seeking tailored support for your next project, know that COLETEK stands ready to deliver results-driven solutions that drive growth.