AI & Machine Learning Services for Ravensdale 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 Ravensdale 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 Ravensdale 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 Ravensdale 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.

For over two decades, COLETEK has been a trusted partner for businesses across Ravensdale, New South Wales, Australia and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for delivering reliable, innovative solutions that meet the needs of local industries. Our roots run deep in Ravensdale's unique environment, where we regularly engage with business owners and leaders to understand their challenges. With offices spread throughout Australia, we're well-positioned to support companies in this region, leveraging our experience in a wide range of sectors. From manufacturing and construction to healthcare and energy, our expertise ensures that Ravensdale's businesses receive tailored guidance. COLETEK's engineers thrive on complex problems, developing cutting-edge products and processes that enhance performance, efficiency, and sustainability. Our collaborative approach brings together experts from diverse backgrounds to co-create innovative solutions. This synergy has earned us recognition as a trusted partner for businesses seeking to stay ahead of the curve. In Ravensdale, New South Wales, Australia, we've seen firsthand how local businesses can benefit from our comprehensive support. We're committed to providing Ravensdale's entrepreneurs and corporate leaders with the resources they need to succeed, from research and development to manufacturing and implementation. By putting your needs at our forefront, we help you overcome obstacles and seize opportunities. When you partner with COLETEK, you'll experience a unique blend of technical expertise, industrial know-how, and local understanding. Our Ravensdale-based team is dedicated to delivering exceptional outcomes that benefit the community as well as your business.