AI & Machine Learning Services for Cullulleraine 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 Cullulleraine 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 Cullulleraine 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 Cullulleraine 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions to some of the most complex challenges facing businesses in Cullulleraine, Victoria, Australia. With our expertise spanning from conceptual design to prototype testing and beyond, we're committed to helping local industries thrive. From agriculture to manufacturing, COLETEK's trusted national reputation is built on our unwavering dedication to quality, reliability, and collaboration. When companies in Cullulleraine, Victoria, Australia need a partner they can count on to bring their most ambitious projects to life, they turn to us. With COLETEK by their side, businesses throughout Australia can focus on what matters most – growing their operations, creating jobs, and driving economic development. At the heart of our approach lies a deep understanding of the unique challenges facing local industries in Cullulleraine, Victoria, Australia. Our team consists of experienced engineers, product developers, and innovators who share a passion for solving real-world problems. By taking the time to truly understand our clients' needs – from farm-to-table agricultural systems to cutting-edge manufacturing solutions – we're able to craft bespoke engineering and product development strategies that drive tangible results. Across Cullulleraine, Victoria, Australia and beyond, COLETEK is proud to support businesses in their quest for innovative solutions. Our expertise spans a wide range of sectors, from rural infrastructure to urban renewal projects. When companies need a trusted partner to help them stay ahead of the curve, they can rely on our multidisciplinary team to deliver. So why settle for anything less when you can have the best? Let COLETEK be your gateway to unlocking unparalleled engineering and product development capabilities in Cullulleraine, Victoria, Australia. Join forces with us today and discover what it means to be part of a community that's passionate about building something remarkable together.