AI & Machine Learning Services for Woodlawn 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 Woodlawn 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 Woodlawn 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 Woodlawn 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.

For over two decades, COLETEK has been a trusted name in Australian engineering and product development. Our multidisciplinary approach allows us to tackle complex challenges head-on, delivering innovative solutions that drive business results. As a company established in 2001, we've had the privilege of working with a diverse range of clients across Woodlawn, New South Wales, Australia and throughout the nation. Here at COLETEK, we're passionate about partnering with local businesses to help them overcome their unique challenges and seize opportunities for growth. Our team is dedicated to understanding the specific needs of each organization, providing tailored support that addresses the complexities of your operation. Whether you're a small-to-medium enterprise or a large corporation, our commitment to reliability, collaboration, and capability ensures you receive the best possible outcome. In Woodlawn, New South Wales, Australia, we've had the pleasure of working with businesses from various sectors, helping them overcome barriers to success. Our expertise spans multiple disciplines, allowing us to identify and address specific pain points that are common in your area. By doing so, you can focus on what matters most – growing your business and serving your customers. At COLETEK, we take pride in being a trusted national player in the engineering and product development space. We're proud of our achievements, and we're committed to continuing to innovate and improve as a company. This dedication translates directly into benefits for our clients, who can rely on us for expert guidance throughout their project lifecycle. As a business owner or technical decision-maker in Woodlawn, New South Wales, Australia, you face unique challenges that require specialized support. That's where COLETEK comes in – we're committed to working closely with you to understand your needs and develop solutions that meet those needs. By combining our expertise with yours, we'll help you achieve your goals faster and more efficiently. So why partner with COletek? We're the experts who can help you drive business results through innovative engineering and product development solutions. Based in Woodlawn, New South Wales, Australia, we're well-positioned to support businesses like yours across the region. Our commitment to reliability, collaboration, and capability means you can trust us to deliver exceptional outcomes.