AI & Machine Learning Services for Brisbane Grove 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 Brisbane Grove 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 Brisbane Grove 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 Brisbane Grove 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 locally-established multidisciplinary engineering and product development company serving businesses across Brisbane Grove, New South Wales, Australia, COLETEK has earned a reputation for reliability, innovation, and exceptional collaboration. Since our inception in 2001, we've had the privilege of working with clients from various industries, delivering cutting-edge solutions that drive growth and success. Our dedication to providing tailored support has made us a trusted partner for businesses seeking expertise in product development, engineering, and product manufacturing. Operating throughout Australia, including Brisbane Grove and its surrounding areas, our passionate team is committed to understanding the unique needs of local businesses and delivering tailored solutions that exceed expectations. Whether you're in Brisbane Grove or elsewhere in New South Wales, COLETEK is your go-to partner for all your engineering and product development needs. What sets us apart is our ability to bring innovative thinking, technical expertise, and a deep understanding of the challenges faced by businesses in Brisbane Grove to every project we undertake. Our multidisciplinary approach combines the collective knowledge of our engineers, developers, and manufacturing specialists to deliver comprehensive solutions that drive business results. By leveraging our extensive expertise and proven track record, you can rest assured your project is in good hands. At COLETEK, we take pride in serving businesses across Brisbane Grove, New South Wales, Australia. Our reputation for delivering quality products and services, combined with our national presence, makes us the perfect partner to support your growth aspirations. We're committed to building long-lasting relationships with local businesses like yours and are eager to contribute to the continued prosperity of our community.