AI & Machine Learning Services for Werona 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 Werona 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 Werona 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 Werona 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 business operating in Werona, Victoria, Australia, you understand the importance of innovation and reliability when it comes to advancing your operations. With this in mind, we're proud to introduce ourselves as COLETEK – a multidisciplinary Australian engineering and product development company established in 2001 with a trusted national reputation for delivering exceptional results. Based in Werona, Victoria, Australia, our team has an intimate understanding of the local business landscape and is committed to supporting businesses across the region. We're dedicated to fostering strong partnerships that drive growth, efficiency, and success. Our expertise spans multiple disciplines, allowing us to develop tailored solutions that cater to your unique needs. Operational in Werona, Victoria, Australia, and throughout Australia, COLETEK has been helping businesses overcome complex challenges and seize opportunities for over two decades. We draw upon our extensive experience to design, develop, and deliver innovative products and services that meet the rigorous demands of local industries. When it comes to engineering and product development, we believe in collaboration and teamwork. At COLETEK, we understand the importance of building trust with clients and working closely together to identify goals and solutions. Our professionals have undergone extensive training and possess a deep understanding of industry-specific requirements, ensuring that our expertise aligns seamlessly with your specific needs. Throughout our journey, we've developed an unwavering commitment to delivering reliable and effective solutions that meet the highest standards. We're dedicated to empowering Werona, Victoria, Australia businesses like yours to excel in their respective fields, driving growth and prosperity for the region. We invite you to explore our capabilities further. Let's work together to build something remarkable in Werona, Victoria, Australia.