AI & Machine Learning Services for Rous Mill 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 Mill 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 Mill 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 Mill 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 multidisciplinary Australian engineering and product development company established in 2001. With years of experience and innovation under our belt, we've earned a reputation as a trusted national partner for businesses seeking reliability, collaboration, and capability. Based in Rous Mill, New South Wales, Australia, we're uniquely positioned to support local entrepreneurs and owners of small to medium-sized enterprises across the region. Our team takes pride in getting to know each client's unique needs and challenges, providing tailored solutions that drive growth and success. Whether you're a startup or an established player, we're here to help you overcome obstacles and seize opportunities. As a multidisciplinary engineering and product development company, our scope is not limited to any one industry or domain. Instead, we bring together experts from various fields to co-create innovative solutions that address real-world needs. Our expertise spans multiple disciplines, including mechanical, electrical, software, and systems engineering – allowing us to tackle complex problems with creative thinking. Operating throughout Australia, including Rous Mill, New South Wales, Australia, we're well-equipped to support local businesses in their pursuit of excellence. Whether you need assistance developing new products or services, improving operational efficiency, or driving digital transformation, our team is ready to collaborate and deliver results that exceed your expectations. We don't just talk about innovation – we live it every day. Our company culture fosters curiosity, experimentation, and continuous learning, ensuring that our team members always bring their A-game to the table. If you're seeking a trusted partner to bring your vision to life or overcome specific challenges facing your Rous Mill, New South Wales, Australia-based business, look no further than COLETEK. Let's build something remarkable together!