AI & Machine Learning Services for Narrawa 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 Narrawa 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 Narrawa 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 Narrawa 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 hub of economic growth and industry development, Narrawa, New South Wales, Australia is the perfect place to start your next business venture. COLETEK, an esteemed multidisciplinary Australian engineering and product development company established in 2001, has been proudly serving businesses across this region for years, helping them overcome challenges and achieve long-term success. Our team of experts takes pride in their passion for innovation, collaboration, and capability – the very core values that have made COLETEK a trusted name within the industry. Based in Narrawa, New South Wales, Australia, we are uniquely positioned to understand the local market needs and provide tailored solutions to our clients. Whether you're an entrepreneur, small business owner, or CEO of a Fortune 500 company, rest assured that COLETEK has the expertise to meet your challenges head-on. For over two decades, COLETEK has consistently delivered reliable and cutting-edge engineering solutions, supporting businesses operating throughout Narrawa, New South Wales, Australia. With our extensive knowledge of local markets and industry trends, we empower entrepreneurs to grow their ideas into reality. By harnessing our collective strengths, we create innovative products that transform industries. At COLETEK, our philosophy is built upon a foundation of trust, reliability, and collaboration. We understand the importance of strong partnerships in driving progress, be it through strategic alliances or collaborative product development. Our commitment to providing top-notch engineering solutions has earned us recognition within the industry, with numerous projects successfully delivered to clients across Narrawa, New South Wales, Australia. If you're eager to take your business to the next level or simply seeking a trusted partner for your innovative endeavors, look no further than COLETEK. With our expertise at your fingertips, you'll be empowered to navigate any challenge and achieve unparalleled success.