AI & Machine Learning Services for Brightwaters 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 Brightwaters 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 Brightwaters 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 Brightwaters 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 in Brightwaters, New South Wales, Australia and throughout the country. With decades of experience and a commitment to innovation, we've earned a national presence that spans industries and continents. Serving businesses across Brightwaters, New South Wales, Australia, our team of experts brings unparalleled reliability, collaboration, and capability to the table. Whether you're looking for trusted partners to help drive your technology-forward agenda or simply need innovative solutions to streamline your operations, we've got you covered. Our extensive experience in product development has equipped us with the skills and expertise necessary to support businesses like yours. Based in Brightwaters, New South Wales, Australia, COLETEK operates throughout the region, leveraging our local knowledge and understanding to deliver tailored engineering services that meet the unique needs of regional businesses. From supporting industries to driving growth initiatives, we're dedicated to helping companies like yours succeed. With a keen focus on building long-term relationships and delivering results-driven solutions, you can count on us to provide expert engineering and product development capabilities that exceed your expectations. Operating throughout New South Wales, Australia, our team has developed a reputation for unwavering commitment to customer satisfaction. We understand the importance of collaborating with businesses in Brightwaters, New South Wales, Australia, to drive growth, improve efficiency, and support innovation. Our mission is to empower local companies by providing reliable, innovative, and cost-effective engineering solutions that help them stay ahead of the curve. If you're looking for a trusted partner in engineering and product development to drive your business forward, look no further than COLETEK. Located in Brightwaters, New South Wales, Australia, our team is dedicated to delivering exceptional results and exceeding customer expectations. From supporting the development of new products and technologies to streamlining operations and driving efficiency, we're committed to helping businesses like yours thrive.