AI & Machine Learning Services for Barragga Bay 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 Barragga Bay 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 Barragga Bay 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 Barragga Bay 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 multidisciplinary Australian engineering and product development company established in 2001, ColetEK has built a reputation as a trusted partner for businesses of all sizes across Australia. And when it comes to serving the unique needs of companies based in Barragga Bay, New South Wales, Australia, we're dedicated to providing tailored solutions that drive real results. With our deep understanding of the local market and industry trends, ColetEK is well-positioned to support businesses in Barragga Bay as they navigate the ever-evolving landscape. Our team of experts has a keen eye for innovation and a passion for solving complex problems through collaboration and creativity. We've worked with businesses across a wide range of sectors, from manufacturing and logistics to services and technology. By leveraging our expertise in engineering and product development, we help Barragga Bay businesses like yours solve real-world challenges, optimize operations, and drive growth. Whether you're looking to improve efficiency, reduce costs, or create new products and services, ColetEK is your partner for success. Throughout Australia, including in Barragga Bay, New South Wales, Australia, our commitment to reliability, capability, and collaboration has earned us a reputation as a trusted advisor and solutions provider. We take pride in being a one-stop-shop that can handle even the most complex projects from concept to delivery. Our team is equipped with the latest tools and technologies, allowing us to deliver innovative products and services that meet the unique needs of Barragga Bay businesses. When it comes to building something remarkable together, you need a partner who understands your goals, challenges, and aspirations. ColetEK is that partner – committed to supporting the growth and success of businesses in Barragga Bay, New South Wales, Australia. Let's work together to drive innovation, improve efficiency, and achieve greatness.