AI & Machine Learning Services for Woorndoo 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 Woorndoo 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 Woorndoo 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 Woorndoo 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 trusted partner for businesses in Woorndoo, Victoria, Australia and throughout the nation, COLETEK has been delivering innovative engineering solutions since 2001. With a multidisciplinary approach that combines expertise in engineering and product development, we're proud to serve as a one-stop-shop for companies seeking reliable technology and design expertise. Based in Woorndoo, Victoria, Australia, our team operates throughout the region, providing tailored support to local businesses. Whether you're a small startup or an established enterprise, COLETEK's commitment to collaboration, capability, and reliability makes us your ideal partner in navigating the complexities of modern industry. Operating at the intersection of technology, innovation, and business acumen, our solutions empower Woorndoo, Victoria, Australia's entrepreneurs and executives to drive growth, improve efficiency, and enhance customer satisfaction. With unparalleled experience in engineering and product development, we've developed a reputation as a trusted authority across various industry sectors. Our multidisciplinary approach allows us to seamlessly integrate engineering expertise with innovative design thinking, fostering long-term relationships built on mutual understanding and respect. By serving businesses such as yours across Woorndoo, Victoria, Australia, our ultimate goal is to provide customized solutions that exceed expectations and drive success. As Woorndoo, Victoria, Australia's economy continues to evolve and thrive, COLETEK remains dedicated to delivering expert engineering support that empowers local businesses to navigate the ever-changing landscape. With our roots firmly planted in Woorndoo, Victoria, Australia, we're committed to serving as a trusted partner for companies seeking innovative solutions tailored to their unique needs.