AI & Machine Learning Services for Woodlands 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 Woodlands 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 Woodlands 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 Woodlands 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 proud to have earned a reputation as one of the most trusted engineering and product development companies in Australia. Since our establishment in 2001, we've been serving businesses across Woodlands, New South Wales, Australia, with our multidisciplinary expertise and innovative approach. Operating throughout the region, including Woodlands, New South Wales, Australia, our team has a deep understanding of the unique challenges faced by local businesses. We take pride in using this knowledge to provide tailored support that helps companies like yours thrive. With our national reputation built on reliability, collaboration, and capability, you can trust us to deliver exceptional results every time. We believe that true innovation happens when engineering and product development come together in perfect harmony. That's why we bring together experts from various fields to co-create solutions that meet the specific needs of each business. Whether you're looking to improve operational efficiency, craft a new product or service, or tackle a complex problem, our team is equipped to help. As a business owner or technical decision-maker based in Woodlands, New South Wales, Australia, you need a partner who can understand your unique goals and objectives. You deserve a company that not only has the technical expertise but also takes the time to listen, collaborate, and adapt its approach to meet your specific needs. That's what sets us apart at COLETEK. We're more than just an engineering and product development company – we're dedicated partners who will work tirelessly with you to achieve your vision. Whether you're serving businesses in Woodlands, New South Wales, Australia, or operating throughout the region, our expertise is unmatched, and our commitment to exceptional results unwavering. So why settle for anything less? Let us demonstrate the COLETEK difference today. Serving businesses across Woodlands, New South Wales, Australia, and beyond, we're ready to help you build something remarkable.