AI & Machine Learning Services for Narrangullen 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 Narrangullen 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 Narrangullen 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 Narrangullen 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 business leader or decision maker in Narrangullen, New South Wales, Australia, you know how vital it is to have the right partners in your corner. When it comes to innovation, quality and reliability counts. At Coyletek, we've built our reputation as a multidisciplinary Australian engineering and product development company established in 2001. Our dedicated team of experts has honed their skills across diverse industries, allowing us to bring unique perspectives and solutions to the table. Throughout Narrangullen, New South Wales, Australia and beyond, Coyletek has supported businesses like yours, empowering them to achieve remarkable results through collaboration and shared vision. Based in Narrangullen, New South Wales, Australia, we've operated throughout the region, fostering strong relationships with clients who value our expertise, creativity and passion for innovation. For organisations seeking a trusted partner that can provide reliability, support and cutting-edge thinking, Coyletek is an exceptional choice. Our extensive experience has equipped us to handle complex projects and engineering challenges, as well as develop innovative products that meet the needs of your specific market. By drawing from our collective expertise in product development, engineering design, and project delivery, we can provide tailored solutions for businesses like yours operating within Narrangullen, New South Wales, Australia. What sets Coyletek apart is not just our technical prowess, but also our commitment to collaboration and understanding the unique needs of each client. We take pride in building strong relationships that drive long-term success – a result achieved through our multidisciplinary approach and unwavering dedication to your business goals. Serving businesses across Narrangullen, New South Wales, Australia, we've cultivated an enviable reputation for delivering exceptional results. Now, what can we build together? Let's talk about how Coyletek can help drive transformational change within Narrangullen, New South Wales, Australia and beyond.