AI & Machine Learning Services for Willowvale 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 Willowvale 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 Willowvale 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 Willowvale 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 pride ourselves on being a trusted national engineering and product development company with a strong presence in Willowvale, Victoria, Australia. Since our inception in 2001, we've built a reputation for delivering innovative solutions that drive results across various industries. Now, we're excited to bring our expertise to the local businesses in and around Willowvale. Located at the heart of Victoria, Willowvale is an attractive location for businesses looking to expand their operations or set up new ventures. COLETEK recognizes the importance of supporting these initiatives by providing reliable engineering solutions that foster growth and development. Our team's multidisciplinary approach enables us to tackle complex problems, offering customized product development services designed to meet specific business needs. As a locally focused company based in Willowvale, Victoria, Australia, we understand the unique challenges and opportunities that come with operating in this region. Our experienced engineers are dedicated to working closely with local businesses to develop tailored solutions that address their distinct requirements. Whether you're an established player or an emerging start-up, our commitment is to providing world-class engineering services, collaboration, and unwavering support throughout your project lifecycle. COLETEK's reputation as a trusted partner in the Australian industry speaks volumes about our capabilities and consistency. In addition to this national expertise, we take pride in operating throughout Victoria, ensuring that businesses like yours receive dedicated attention and priority service in Willowvale, Victoria, Australia. Our team is comprised of highly skilled engineers with extensive knowledge of various engineering disciplines, from mechanical to electrical and more. We harness this collective expertise to deliver innovative products and solutions that drive customer success. Whether you have a specific project idea or need help refining your concept, our collaborative approach will get you where you want to go. Partnering with COLETEK in Willowvale, Victoria, Australia gives local businesses a distinct advantage in today's competitive market. Our local presence, combined with our deep understanding of the Australian industry, enables us to provide agile and responsive support tailored to your project needs. Let’s build something remarkable together.