AI & Machine Learning Services for Aubrey 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 Aubrey 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 Aubrey 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 Aubrey 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're a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for delivering tailored solutions that drive results. As a trusted partner, our team works closely with businesses across Aubrey, Victoria, Australia to bring their most ambitious projects to life. For nearly two decades, we've demonstrated unwavering commitment to quality, innovation, and collaboration – essential attributes that have earned us a stellar reputation nationwide. By harnessing the power of engineering expertise and product development prowess, our team empowers local businesses in Aubrey, Victoria, Australia to overcome challenges, seize opportunities, and outshine their competition. As your trusted partner in delivering exceptional results, COLETEK's multidisciplinary approach ensures seamless integration of various disciplines – be it mechanical, electrical, software, or otherwise. Our unique blend of engineering know-how and product development expertise makes us an invaluable resource for businesses seeking to innovate, optimize processes, and thrive in today's fast-paced environment. Headquartered in Aubrey, Victoria, Australia, we're uniquely positioned to support local businesses who value reliability, collaboration, and capability above all else. Our team prides itself on fostering long-term relationships built on trust, open communication, and unwavering dedication – the very fabric of our business ethos. So why settle for anything less than exceptional results? Partner with COLETEK, and let us leverage our extensive expertise in engineering and product development to elevate your organization's performance. Join forces with a team that's committed to driving meaningful impact for businesses across Aubrey, Victoria, Australia – and beyond.