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 for Windeyer 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 for Windeyer 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.

Colatek is a multidisciplinary Australian engineering and product development company, established in 2001, trusted for its innovative approach and national reputation. We've been serving businesses across Windeyer, New South Wales, Australia, providing reliable support to help them stay ahead of the curve.

Based in Windeyer, New South Wales, Australia, we operate throughout Australia, with a strong focus on collaboration and capability-building for local enterprises. Our experts have years of experience working closely with clients to develop custom-engineered solutions that meet unique needs and drive business success.

We pride ourselves on our ability to bring projects together, combining engineering prowess with product development expertise to deliver cutting-edge results. Whether you're looking to streamline operations, improve product quality, or enhance customer experiences, Colatek is the trusted partner for Windeyer, New South Wales, Australia businesses seeking innovative solutions.

Our team is committed to understanding your specific challenges and developing tailored approaches that drive real value. With a deep understanding of local industries and market dynamics, we're well-placed to support companies throughout Windeyer, New South Wales, Australia as they face the complexities of modern business.

From concept development to product commercialization, Colatek is dedicated to delivering results-oriented partnerships that empower businesses in Windeyer, New South Wales, Australia. Let us help you unlock new opportunities and achieve your goals. Operating throughout Windeyer, New South Wales, Australia, we're ready to collaborate with you.