AI & Machine Learning Services for Logan 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 Logan 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 Logan 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 Logan 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 proud multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Logan, Victoria, Australia and throughout the country. Our expertise spans multiple industries, from manufacturing to healthcare, showcasing our capabilities in adapting to diverse project requirements. For more than two decades, we've been proudly based in Logan, Victoria, Australia, with a deep understanding of local needs. We recognize that innovation often stems from collaboration, and COLETEK is committed to fostering strong relationships with businesses throughout the region. By leveraging our technical know-how and experience, we empower partners like yours to achieve their goals more efficiently. As you navigate the ever-changing technological landscape, it's crucial to have a reliable engineering partner by your side. At COLETEK, we pride ourselves on delivering tailored solutions that address specific business challenges. Our multidisciplinary team combines expertise in design, development, and testing, allowing us to tackle complex projects with ease. While we've worked extensively throughout Australia, our roots remain firmly planted in Logan, Victoria, Australia – close enough to stay connected to local businesses' unique needs. We're passionate about developing long-standing partnerships that value trust, open communication, and mutual growth. Whether your organization is looking to stay ahead of the curve or simply improve operational efficiency, we can help. Our expertise spans multiple sectors, including manufacturing, healthcare, and more, making us a versatile partner for businesses in Logan, Victoria, Australia. When you need collaborative engineering solutions that drive results, choose COLETEK – the trusted partner based in Logan, Victoria, Australia. Let's build something remarkable together.