AI & Machine Learning Services for Mendooran 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 Mendooran 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 Mendooran 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 Mendooran 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 passionate about helping businesses in Mendooran, New South Wales, Australia thrive by delivering reliable engineering and product development solutions. As a multidisciplinary Australian company established in 2001, our team of experts has a proven track record of innovation, collaboration, and capability that sets us apart from the competition. Over the years, we've had the privilege of serving businesses across Mendooran, New South Wales, Australia, providing tailored support to help them overcome complex engineering challenges. Our expertise spans multiple disciplines, ensuring we can tackle any project that comes our way. From conceptual design to final production, we're committed to delivering top-notch solutions that exceed our clients' expectations. At the heart of our success lies a deep understanding of local industries and the unique challenges they face. We've worked alongside businesses in Mendooran, New South Wales, Australia, applying our insights and expertise to drive growth, improve efficiency, and boost competitiveness. Whether you're seeking R&D support, design and development, or manufacturing services, we have the skills and resources to help your business achieve its goals. What sets COLETEK apart is our commitment to building strong relationships with our clients. We believe in transparent communication, open collaboration, and a customer-centric approach that ensures our work aligns with their needs and aspirations. As a company based in Mendooran, New South Wales, Australia, we're able to leverage our national reputation for trusted engineering and product development capabilities to support businesses of all sizes throughout the country. In Mendooran, New South Wales, Australia, we take pride in our ability to connect with local businesses, understanding their challenges, and providing bespoke solutions that cater to their specific needs. Whether you're looking to develop new products, improve your manufacturing processes, or overcome regulatory hurdles, COLETEK is here to guide you every step of the way. If you're in Mendooran, New South Wales, Australia, and seek a trusted partner for your business growth, we'd love to hear from you. Let's build something remarkable together.