AI & Machine Learning Services for Cardiff Heights 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 Cardiff Heights 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 Cardiff Heights 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 Cardiff Heights 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 trusted name in Australian engineering and product development. With over 20 years of experience, our multidisciplinary team is dedicated to helping businesses like yours thrive across Cardiff Heights, New South Wales, Australia and throughout the country. As a company established in 2001, we've learned that success lies in our ability to collaborate with clients and deliver tailored solutions that drive real-world impact. Our commitment to innovation, quality, and reliability has earned us a reputation as a trusted partner across various industries and sectors. Whether you're looking to improve processes, develop new products, or enhance your operations, we're here to help. As a locally based engineering and product development company, we have a deep understanding of the unique needs and challenges facing Cardiff Heights businesses. Our experts are skilled at navigating complex problems, leveraging cutting-edge technology, and crafting innovative solutions that meet the specific demands of your industry. By partnering with us, you can tap into our extensive knowledge, expertise, and capabilities to drive growth, improve efficiency, and gain a competitive edge. At COLETEK, we're passionate about helping businesses in Cardiff Heights, New South Wales, Australia succeed by providing comprehensive support that spans the entire project lifecycle – from conceptualization to delivery. Our collaborative approach ensures that your needs are understood, respected, and prioritized throughout our work together. As a trusted national player, we've earned a reputation for reliability, integrity, and innovative thinking. You can count on us to deliver world-class solutions that meet your unique needs and exceed your expectations. Whether you're based in Cardiff Heights or operating across the country, we're here to support your growth, your vision, and your mission.