AI & Machine Learning Services for Narraport 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 Narraport 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 Narraport 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 Narraport 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.

At COLETEK, we're proud to be a trusted partner for businesses across Narraport, Victoria, Australia. For over two decades, our multidisciplinary team has been driven by a passion for innovation and a commitment to delivering exceptional results. As a leading Australian engineering and product development company established in 2001, we've built a reputation for reliability, collaboration, and capability. Located in Narraport, Victoria, Australia, we're well-positioned to support local businesses and organisations across the region. Our team has a deep understanding of the Narraport community's unique needs and challenges, allowing us to provide tailored solutions that drive real value. Whether you're looking to improve operational efficiency, develop new products or services, or simply find innovative ways to stay ahead of the competition, we're here to help. By drawing on our extensive expertise in engineering and product development, we've helped countless businesses throughout Australia achieve their goals. From conceptualisation to deployment, we partner with clients to deliver projects that meet the highest standards of quality, safety, and reliability. Our proven track record for delivering successful outcomes has earned us a reputation as a trusted partner across industries. When you work with COLETEK, you can expect a collaborative approach that prioritises open communication, mutual respect, and shared goals. We take the time to understand your unique needs, challenges, and aspirations, allowing us to develop tailored solutions that align with your business objectives. As a local company operating throughout Narraport, Victoria, Australia, we're dedicated to supporting local businesses and fostering growth in the region. Our doors are open to partners from across the community who share our commitment to innovation, collaboration, and excellence.