AI & Machine Learning Services for Gundowring 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 Gundowring 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Gundowring 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 Gundowring 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.

Welcome to the hub of regional Australia, where the charm of rural life meets the excitement of innovation. In Gundowring, Victoria, Australia, local entrepreneurs and business owners are known for their forward-thinking approach, and that's exactly why COLETEK is here to support them.

As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation as a trusted partner for businesses across Gundowring, Victoria, Australia. Our expertise spans multiple disciplines, and our innovative approach has earned us a national presence that's hard to ignore.

In Gundowring, Victoria, Australia, we understand the importance of reliability, collaboration, and capability in achieving success. That's why we're committed to delivering exceptional results for local businesses, no matter the industry or size. With COLETEK on your side, you can rest assured that your project is in good hands.

From product design and development to manufacturing and testing, our team of experts has the skills and experience to bring your vision to life. Whether you're a startup looking to disrupt the status quo or an established player wanting to stay ahead of the curve, we'll work closely with you to create a customized solution that meets your unique needs.

In Gundowring, Victoria, Australia, COLETEK is proud to be part of the local ecosystem, serving businesses across this charming region and beyond. We're not just about delivering results; we're committed to building long-lasting relationships based on trust, open communication, and a shared passion for engineering excellence.

So why wait? Let's put our collective expertise to work for you. Contact us today to explore how COLETEK can support your business in Gundowring, Victoria, Australia, and join the ranks of successful entrepreneurs who have relied on us to achieve their goals.