AI & Machine Learning Services for Rushes Creek 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 Rushes Creek 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 Rushes Creek 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 Rushes Creek 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, multidisciplinary engineering and product development company with over two decades of experience in Australia. Since 2001, our team has been dedicated to empowering local businesses across Rushes Creek, New South Wales, Australia and beyond. As your go-to partner for innovative solutions, we take pride in establishing reliable relationships with business owners and decision-makers throughout the region. Whether you're looking to enhance operational efficiency, develop a new product, or solve complex engineering challenges, our team is equipped to deliver bespoke support that meets your unique needs. Based in Rushes Creek, New South Wales, Australia, we have an intimate understanding of local markets and can tailor our approach to fit your specific goals. Our commitment to collaboration drives us to build strong bonds with clients across industries, from manufacturing to construction. By combining creativity, technical expertise, and a passion for innovative problem-solving, we empower businesses in Rushes Creek, New South Wales, Australia to achieve their full potential. With COLETEK on your side, you can trust that we'll work tirelessly to ensure the success of your project. While our national reputation is rooted in engineering excellence, we're most interested in supporting the success of local entrepreneurs and business leaders like yourself. That's why we take a tailored approach to each project, leveraging our multidisciplinary expertise to deliver solutions that resonate with Rushes Creek, New South Wales, Australia businesses. As you navigate the complexities of launching or growing your venture, consider partnering with COLETEK – a company deeply rooted in the heart of Australian innovation. Reach out today and let's embark on a journey of discovery and growth together!