AI & Machine Learning Services for Rocky 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 Rocky 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 Rocky 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 Rocky 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.

As businesses across Rocky Creek, New South Wales, Australia embark on new projects and navigate emerging challenges, it's essential to have a trusted partner who can deliver innovative solutions that drive success. For over two decades, COLETEK has stood out as a multidisciplinary Australian engineering and product development company, built upon a foundation of reliability, collaboration, and capability. With our headquarters based in Rocky Creek, New South Wales, Australia, we pride ourselves on being a part of the local community while serving businesses across this vibrant region. At COletek, we understand that every project is unique, requiring tailored approaches that balance technical expertise with practical considerations. This is why we've cultivated an impressive portfolio of work across various industries, spanning manufacturing and production to infrastructure development and beyond. Our team's collective experience and innovative spirit enable us to address the specific needs of Rocky Creek, New South Wales, Australia businesses, whether it's optimizing workflows, improving efficiency, or developing new products. What sets COletek apart is our unwavering commitment to collaboration. We believe that effective engineering solutions come from working closely with clients, understanding their goals and objectives, and incorporating feedback throughout the development process. By sharing knowledge, insights, and expertise, we forge strong relationships built on trust, transparency, and mutual respect. As a result of our comprehensive approach, COletek has established itself as a trusted national partner across various sectors, including engineering services. We take pride in being a local business operating throughout Rocky Creek, New South Wales, Australia, with a deep understanding of regional nuances and the ability to adapt our expertise to meet diverse needs. At COletek, we're passionate about empowering businesses in Rocky Creek, New South Wales, Australia to achieve their full potential. Our team stands ready to support your organization's growth, leveraging our collective experience and innovative mindset to drive success. Whether you're looking for operational enhancements, product development, or infrastructure solutions, we invite you to explore the possibilities with COletek.