AI & Machine Learning Services for Windeyer 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 forWindeyer 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 Windeyer 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 forWindeyer 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.

Dedicated Support for Businesses in Windeyer, Central Tablelands, New South Wales, Australia

Located at the heart of the beautiful Central Tablelands region, Windeyer is a thriving community that embodies the quintessential Australian charm. With its rich history, rolling hills, and strong sense of camaraderie, this charming town is a place where hardworking individuals come together to grow their businesses and build lasting connections. As a trusted and established Australian company with national reach, COLETEK has been committed to supporting local businesses like yours in Windeyer for years. Our team of experts has an extraordinary understanding of the Central Tablelands region's unique challenges and opportunities, ensuring that our solutions are tailored to meet your specific needs. When you partner with COletek, you can rest assured that you're working with a company that has a deep appreciation for the importance of community. We take pride in being part of the fabric that shapes the Windeyer community, helping entrepreneurs and small business owners like yourself navigate the ever-changing business landscape. With our guidance, you'll be well-equipped to capitalize on new opportunities, build strong relationships, and drive growth. Our commitment to innovation is unwavering, as we continuously seek ways to enhance our services and stay ahead of the curve. By listening to your concerns, identifying trends, and developing cutting-edge solutions, we ensure that you receive unparalleled support tailored to your specific needs. What sets us apart from other Australian companies is our dedication to being a local presence. We're not just a faceless national organization; we're an integral part of the Windeyer community, committed to supporting our neighbors, friends, and like-minded individuals who share our values. By doing so, we foster strong bonds with each other, creating a network of trusted relationships that benefit everyone involved. At COletek, we believe in the power of locally-driven businesses, which is why we're committed to empowering you to succeed. So why wait? Reach out to us today and let's work together to take your business to new heights. Contact Us