AI & Machine Learning Services for Lyons 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 Lyons 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 Lyons 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 Lyons 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 proudly Australian company, COLETEK has been serving businesses across Lyons, Australian Capital Territory and throughout the country for over two decades. With our strong reputation for engineering excellence and innovative product development, we're here to help you drive success. Based in Lyons, Australian Capital Territory, our multidisciplinary team of engineers and experts understand the unique challenges faced by local enterprises. We've worked tirelessly since 2001 to build a trusted national presence, earning the respect of clients across various industries. Our collaborative approach and reputation for reliability make us an invaluable partner for businesses seeking innovative solutions. Our expertise spans multiple disciplines, allowing us to tackle complex product development projects with ease. By combining cutting-edge engineering techniques with a deep understanding of local market needs, we deliver customized solutions tailored to our Lyons, Australian Capital Territory clients' specific requirements. What sets COLETEK apart is our commitment to collaboration and capability. We take the time to listen, understand your goals, and work closely with you to bring your vision to life. This approach has earned us a loyal client base across Australia, including businesses in Lyons, Australian Capital Territory. By partnering with COLETEK, you can tap into our collective expertise, innovative spirit, and trusted reputation. Our extensive experience serving businesses throughout Lyons, Australian Capital Territory means we're well-equipped to address your unique challenges and opportunities. At COLETEK, we're passionate about building long-term relationships, fostering growth, and delivering remarkable results. If you're looking for a reliable partner to drive your business forward, look no further. Let's build something remarkable together.