AI & Machine Learning Services for Glanmire 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 Glanmire 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 Glanmire 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 Glanmire 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 understand the importance of supporting businesses across Glanmire, New South Wales, Australia. Our commitment to innovation and reliability has earned us a trusted reputation nationwide, making us an invaluable partner for companies seeking expert guidance. Operating throughout Australia, COLETEK has had the privilege of partnering with local businesses in towns like Glanmire, helping them overcome challenges and achieve their goals. With our extensive experience in engineering and product development, we've developed a unique ability to understand the distinct needs of regional communities like yours, ensuring that our solutions are tailored to meet your specific requirements. At COLETEK, we pride ourselves on fostering strong working relationships with clients. By collaborating closely with you, we can identify areas where our expertise can make a tangible difference in your operation. From concept design through to production and implementation, we'll work tirelessly to deliver reliable, innovative solutions that drive efficiency and growth. As a local business owner or technical decision-maker in Glanmire, New South Wales, Australia, it's essential to partner with a company that understands the uniqueness of your region. At COLETEK, we take pride in serving businesses across Glanmire, New South Wales, Australia, using our multidisciplinary approach to engineering and product development. So why settle for anything less when you can work with a trusted, experienced partner like COLETEK? Based in Glanmire, New South Wales, Australia and operating throughout the country, we're committed to helping businesses thrive. Let's build something remarkable together.