AI & Machine Learning Services for Brayton 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 Brayton 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 Brayton 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 Brayton 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 business owner operating in Brayton, New South Wales, Australia, you understand the importance of having a reliable partner to support your growth and development. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, is that trusted partner. With our expertise and proven track record, we help businesses across Brayton and throughout Australia navigate complex challenges and achieve their goals. For over two decades, COLETEK has been building innovative products and solutions that address the unique needs of Australian industries. Our team of experienced engineers and product developers collaborate closely with clients to design, develop, and deliver tailored solutions that meet specific requirements. This approach ensures seamless integration with existing operations, minimizes downtime, and maximizes productivity. By partnering with COLETEK, businesses in Brayton, New South Wales, Australia can leverage our extensive knowledge and capabilities across various sectors. Our team operates from the ground up to gain a deep understanding of each project's intricacies, allowing us to develop effective solutions that drive results. Whether you're looking to streamline operations, increase efficiency, or stay ahead of the competition, we're committed to delivering reliable engineering and product development expertise that meets your needs. When it comes to serving businesses across Brayton, New South Wales, Australia, COLETEK is uniquely positioned to provide local support while drawing on our national reputation for innovation and quality. Our team is comprised of experts who have worked with various industries, from agriculture to manufacturing, and we're well-equipped to address the specific challenges facing businesses in your region. At COLETEK, we pride ourselves on being a collaborative partner that works closely with clients to understand their unique needs and goals. By combining our expertise with your industry knowledge, we can develop game-changing solutions that drive business growth and success. If you're looking for a trusted engineering partner to support your operations in Brayton, New South Wales, Australia, look no further than COLETEK.