AI & Machine Learning Services for Vinifera 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 Vinifera 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 Vinifera 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 Vinifera 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 owner or technical decision-maker in Vinifera, Victoria, Australia, you understand the importance of partnering with a trusted and innovative engineering and product development company that can help drive your growth and success. For over 20 years, COLETEK has been serving businesses across Vinifera, Victoria, Australia, providing a wide range of multidisciplinary services that cater to diverse industries. With a national reputation built on reliability, collaboration, and capability, COOLETEK is the go-to partner for many Australian companies seeking cutting-edge engineering and product development solutions. Our team of experts has extensive experience in designing, developing, and delivering innovative products and processes that meet the specific needs of businesses operating throughout Vinifera, Victoria, Australia. At COLETEK, we pride ourselves on our multidisciplinary approach to engineering and product development. This means that we draw from a broad range of expertise and technologies to deliver tailored solutions that address your unique challenges. Regardless of whether you are looking for customized solutions or want to leverage the latest advancements in technology, our team is equipped to help you achieve your goals. As a company based in Vinifera, Victoria, Australia, COLETEK has an deep understanding of the region's unique business environment and the specific needs of its enterprises. Our local presence and national reputation allow us to serve businesses across Vinifera, Victoria, Australia, providing them with the support they need to thrive. In every interaction with our clients, we strive to demonstrate a commitment to delivering outstanding results, driving innovation, and fostering long-term partnerships. By partnering with COLETEK, you can trust that your projects will be handled by a team of experienced engineers and product developers who are dedicated to helping you succeed.