AI & Machine Learning Services for New Buildings 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 New Buildings 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 New Buildings 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 New Buildings 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.

At COLETEK, we're proud to serve businesses across New Buildings, New South Wales, Australia, with trusted expertise that drives innovation and growth. As a multidisciplinary Australian engineering and product development company established in 2001, our national reputation is built on reliability, collaboration, and capability. Based in New Buildings, New South Wales, Australia, we understand the unique needs of local businesses and organizations. Our team works closely with clients to develop solutions that meet their specific challenges and goals. Whether you're an entrepreneur launching a start-up or a small business looking to expand your operations, we'll work tirelessly to ensure your vision becomes a reality. COLETEK's engineers and product developers have extensive experience in various industries, allowing us to tailor our expertise to the distinct needs of businesses across New Buildings, New South Wales, Australia. We're committed to delivering exceptional results that exceed expectations, whether you require engineering solutions for new buildings, process improvements, or innovative product development. Our commitment to collaboration means we listen carefully to your needs and partner with you to identify opportunities for growth and improvement. By leveraging our technical expertise, you can confidently pursue opportunities in New Buildings, New South Wales, Australia, and throughout Australia. Our comprehensive approach ensures seamless integration of our services, ensuring your business operates efficiently and effectively. As you look to establish or expand your operations in New Buildings, New South Wales, Australia, consider COLETEK as your trusted engineering and product development partner. With a proven track record of delivering successful projects across the country, we're confident that together, we can build something remarkable that drives prosperity for our community. We invite you to explore how our expertise can support your business in this thriving region.