AI & Machine Learning Services for Mandagery 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 Mandagery 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 Mandagery 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 Mandagery 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 a business owner or technical decision-maker based in Mandagery, New South Wales, Australia, you understand the importance of reliability, innovation, and partnership when it comes to driving growth and success. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001 with a trusted national reputation for delivering exceptional support to businesses across Mandagery, New South Wales, Australia and throughout the country. Our expertise spans industries and sectors, allowing us to bring a unique perspective to your specific challenges. Whether you're looking to streamline operations, develop new products or services, or enhance your overall competitiveness, our team of experienced engineers and product developers is dedicated to collaborating with you every step of the way. With our headquarters based in Mandagery, New South Wales, Australia, we're committed to serving businesses across this region and beyond. What sets us apart? Our ability to bring people and disciplines together in ways that drive meaningful results. We don't just focus on delivering individual services or solutions – we're invested in your overall success. Whether you're looking for guidance on product development, process improvement, or operational efficiency, our team is here to provide proactive support and expert advice. At COLETEK, we pride ourselves on being a trusted partner for businesses across Mandagery, New South Wales, Australia. By leveraging our collective expertise and innovative approach, we help companies like yours stay ahead of the curve in today's rapidly evolving marketplace. With us by your side, you can count on receiving tailored solutions that meet your unique needs and goals. For over two decades, COLETEK has been operating throughout Mandagery, New South Wales, Australia, serving a diverse range of industries and sectors with our multidisciplinary approach. As a business operating in this region, we understand the importance of building strong relationships, leveraging local knowledge, and delivering results that meet your specific needs. Now it's time to take the next step. Let us bring our expertise, innovation, and partnership to the table for your Mandagery, New South Wales, Australia-based business. Contact Us today to learn more about how COLETEK can help you achieve remarkable results.