AI & Machine Learning Services for Warrayure 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 Warrayure 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 Warrayure 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 Warrayure 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 national engineering and product development company established in 2001, COLETEK is proud to serve businesses across Warrayure, Victoria, Australia. For over two decades, we've been driven by our passion for innovation, collaboration, and capability. Our multidisciplinary team of experts has earned a reputation for delivering reliable and effective solutions that drive growth and success. Operating throughout Australia, including based in Warrayure, Victoria, Australia, COLETEK is dedicated to supporting local businesses like yours. We take pride in our capacity to understand the unique challenges faced by companies in this region and develop tailored engineering solutions that address these issues head-on. At COLETEK, we believe that innovative thinking and a deep understanding of your business goals are key to delivering results that exceed expectations. Our commitment to trustworthiness, reliability, and transparency has earned us a trusted reputation throughout Australia, allowing us to form long-lasting partnerships with businesses operating in Warrayure, Victoria, Australia and beyond. Whether you're seeking help with product design, engineering services, or developing a new project from the ground up, our team is equipped to provide expert support every step of the way. Our innovative approach, combined with our extensive industry knowledge, enables us to create bespoke solutions that not only meet but exceed your expectations. Through our collaborative partnerships and commitment to innovative thinking, COLETEK has established itself as a trusted partner for businesses operating in Warrayure, Victoria, Australia and across Australia. If you're looking for reliable support and a partner who truly understands the needs of local businesses, look no further.