AI & Machine Learning Services for Airly 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 Airly 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 Airly 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 Airly 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 partner to businesses in Airly, Victoria, Australia and across the nation, COLETEK is dedicated to delivering cutting-edge engineering solutions that drive growth and prosperity. With over 20 years of experience as a multidisciplinary Australian engineering and product development company established in 2001, our team has earned a reputation for excellence in collaboration, innovation, and reliability. As we operate from our hub in Airly, Victoria, Australia, we take pride in being a locally-based company with a strong understanding of the unique challenges and opportunities that come with working in this region. Our comprehensive expertise spans multiple industries, allowing us to provide tailored support to businesses across various sectors, including manufacturing, healthcare, energy, and more. At COLETEK, we're committed to helping businesses in Airly, Victoria, Australia thrive through our flexible and adaptable approach to engineering product development. We believe that every business has its unique set of challenges, and our team is dedicated to empowering organizations to overcome these hurdles and achieve their full potential. Our team of experts consists of talented engineers, researchers, and developers who work closely with clients to understand their needs and develop innovative solutions that meet and exceed their expectations. With a proven track record of successfully delivering projects on time, within budget, and exceeding quality standards, COLETEK is well-equipped to support businesses in Airly, Victoria, Australia as they navigate the complexities of modern industry. Whether you're looking to optimize processes, improve product design, or scale your operations, our multidisciplinary approach ensures that we can address the most pressing engineering challenges facing businesses in Airly, Victoria, Australia. By combining our expertise with your knowledge and goals, we create a powerful partnership that drives success and growth.