AI & Machine Learning Services for Ravensworth 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 Ravensworth 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 Ravensworth 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 Ravensworth 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Ravensworth, New South Wales, Australia. With a deep understanding of the unique challenges faced by local industries, our team of experts is dedicated to delivering innovative solutions that exceed expectations. Our extensive experience has equipped us to tackle complex engineering challenges, combining cutting-edge technology with a pragmatic approach to ensure reliable results. Whether you're based in Ravensworth, New South Wales, Australia or operating throughout the country, we'll work collaboratively to understand your needs and develop tailored strategies to drive success. As a national provider of engineering and product development services, our team has the capability to support businesses across various sectors, from manufacturing to construction. In Ravensworth, New South Wales, Australia and beyond, COLETEK is committed to building long-term relationships founded on trust, reliability, and dedication to excellence. By leveraging our expertise and resources, you can rely on us to provide top-notch engineering solutions that meet the highest standards of quality and efficiency. Our goal is to help local businesses thrive by delivering innovative products and services that address the unique needs of your operation. By combining engineering know-how with a deep understanding of Ravensworth, New South Wales, Australia's business landscape, COLETEK is well-positioned to support your growth and development. Operating throughout, we'll work side-by-side with you to overcome challenges, improve performance, and drive long-term success. For businesses in Ravensworth, New South Wales, Australia seeking reliable, collaborative, and capable engineering partners, look no further than COLETEK.