AI & Machine Learning Services for Rous 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 Rous 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 Rous 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 Rous 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 in Rous, New South Wales, Australia and across the country. As a multidisciplinary Australian engineering and product development company established in 2001, we've honed our expertise to deliver innovative solutions that drive growth, efficiency, and success. At COLETEK, we take pride in our history of supporting local entrepreneurs and industry leaders in Rous, New South Wales, Australia. Our team is comprised of dedicated engineers and professionals who are passionate about collaboration and empowering their clients to achieve remarkable results. Operating throughout New South Wales and beyond, we're proud to have earned a reputation for reliability, capability, and excellence. What sets us apart is our commitment to understanding the unique needs of businesses in Rous, New South Wales, Australia. We don't just offer engineering services; we take the time to listen, learn, and adapt our approach to meet your specific requirements. Whether you're looking to improve operational efficiency, develop new products, or simply overcome a challenging technical problem, we're here to help. As a trusted partner for businesses in Rous, New South Wales, Australia, we're proud to have built long-lasting relationships with clients from diverse industries and sectors. From manufacturing and logistics to healthcare and education, our expertise has helped organizations of all sizes achieve their goals and overcome obstacles. If you're looking for a partner who can deliver tailored engineering solutions that meet the specific needs of your business in Rous, New South Wales, Australia, turn to COLETEK. We're committed to helping local businesses thrive and grow in today's fast-paced, ever-evolving marketplace.