AI & Machine Learning Services for Symonston 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 Symonston 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 Symonston 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 Symonston 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 is proud to be serving businesses across Symonston, Australian Capital Territory, just as we've been trusted nationally. Our team has honed their expertise across a broad range of industries, allowing us to bring innovative solutions to the local community. At COLETEK, we understand that every business is unique and faces distinct challenges. That's why we take pride in forming lasting partnerships with our clients, tailoring our approach to meet their specific needs. Whether you're an established enterprise or a startup looking to make a splash, our multidisciplinary skillset empowers your success. Symonston, Australian Capital Territory, is home to a diverse range of businesses, from small startups to larger corporations. As a local company with a national reputation for innovation and reliability, we've had the privilege of working closely with several businesses across Symonston, Australian Capital Territory, helping them overcome technical hurdles and achieve their goals. Our team doesn't just stop at providing exceptional engineering expertise – we also believe in fostering meaningful collaboration with our clients. By listening carefully to your needs and building trust through transparent communication, you can rest assured that COLETEK has your best interests at heart as we work together towards a shared goal of success. With years of experience supporting businesses across Symonston, Australian Capital Territory, and throughout Australia, COLETEK is well-equipped to handle any challenge. Our capabilities extend to multiple disciplines, from mechanical engineering to electrical engineering, product development, and beyond. When you choose to partner with us, rest assured that our team will provide the highest level of dedication, expertise, and commitment. So why entrust your most critical projects to a fly-by-night engineering firm when you can work with COLETEK, Symonston, Australian Capital Territory, experts who've earned a reputation for delivering exceptional results? Let's build something remarkable together – contact us today to discover how our innovative approach can propel your business forward.