AI & Machine Learning Services for Calderwood 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 Calderwood 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 Calderwood 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 Calderwood 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 be a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for delivering reliable and innovative solutions that meet the unique needs of businesses across Calderwood, New South Wales, Australia. With our rich track record and trusted national presence, we've become the go-to partner for companies seeking collaborative partners who can help them drive growth, streamline operations, and stay ahead of the curve. Our team is dedicated to serving businesses across Calderwood, New South Wales, Australia by leveraging cutting-edge engineering techniques and a deep understanding of local markets. We believe in building strong relationships with our clients based on mutual respect, open communication, and a genuine commitment to their success. That's why we're not just looking for ways to solve problems, but to create new opportunities that benefit Calderwood's businesses. As one of the longest-standing and most respected engineering and product development companies in Australia, COLETEK has honed its skills through years of collaboration with clients from diverse industries. We understand the importance of working closely with our partners to identify and address their unique challenges, providing tailored solutions that cater precisely to their needs. Our capability goes beyond simply delivering products; it's about fostering strong relationships, driving business outcomes, and empowering Calderwood's businesses for long-term success. Whether you're looking to optimize your supply chain, develop a new product or service, or leverage cutting-edge technology, our expert team is well-equipped to provide the guidance, expertise, and resources needed to bring your vision to life. By working closely with COLETEK based in Calderwood, New South Wales, Australia, you'll gain access to a wealth of knowledge, experience, and innovation that will help propel your business forward. So why wait? Let's work together to unlock the full potential of Calderwood's businesses. We're here to help, guide, and support companies throughout Calderwood, New South Wales, Australia as they navigate an ever-changing landscape. Contact us today to schedule a consultation or learn more about how COLETEK can assist with your business needs.