AI & Machine Learning Services for Wingen 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 Wingen 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 Wingen 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 Wingen 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 proud Australian company, Coletek has earned a reputation as a trusted engineering and product development partner across the nation. With extensive experience spanning over two decades, we've had the privilege of working alongside businesses from various sectors, empowering them to excel through our multidisciplinary expertise. Our story began in 2001, and since then, we've been committed to delivering innovative solutions that drive success. Based in Wingen, New South Wales, Australia, Coletek understands the unique challenges faced by local businesses. We take pride in our ability to adapt to the diverse needs of entrepreneurs, manufacturers, service providers, and other organizations operating in this region. By leveraging our engineering expertise and passion for collaboration, we help businesses like yours overcome obstacles and reach new heights. As a leading Australian engineering and product development company, Coletek is committed to reliability, responsiveness, and capability. We pride ourselves on building strong relationships with our clients by understanding their goals, respecting their timelines, and consistently delivering high-quality results. Our team of experts operates throughout Wingen, New South Wales, Australia, supporting businesses from inception to growth. When it comes to innovation, we're not just pioneers – we're the ones who bring new ideas to life. With a deep understanding of engineering principles and product development strategies, Coletek empowers businesses in Wingen, New South Wales, Australia to take calculated risks and seize opportunities. By partnering with us, you'll gain access to cutting-edge technology, insightful guidance, and practical expertise. So why partner with Coletek? We're dedicated to supporting the growth of Wingen, New South Wales, Australia's business community by providing tailored engineering solutions that meet the unique needs of local entrepreneurs. We're not just a provider – we're an ally, committed to your success.