AI & Machine Learning Services for Glenbrae 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 Glenbrae 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 Glenbrae 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 Glenbrae 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.

Located in the heart of Glenbrae, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company that has earned a reputation for reliability and innovation. Since our inception in 2001, we've been serving businesses across Glenbrae, Victoria, Australia, providing them with expert solutions to drive their growth.

We take pride in being based in Glenbrae, Victoria, Australia, which allows us to understand the unique challenges our clients face and develop tailored engineering solutions that meet their specific needs. Our long history of delivering high-quality projects has earned us a trusted national reputation for capability, collaboration, and dedication to excellence.

When it comes to product development, we're committed to helping businesses in Glenbrae, Victoria, Australia and beyond overcome design, manufacturing, and testing challenges. From concept to realization, our experienced engineers ensure that your products meet the highest standards of performance, reliability, and safety.

We believe in fostering strong partnerships with our clients, taking the time to understand their goals, challenges, and aspirations. By doing so, we're able to develop targeted engineering solutions that drive growth, improve efficiency, and enhance competitiveness for businesses operating throughout Glenbrae, Victoria, Australia and beyond.

Whether you're looking to launch a new product, improve an existing design, or overcome manufacturing challenges, COLETEK is the trusted partner to turn your vision into reality. With our experienced team of engineers based in Glenbrae, Victoria, Australia, you can count on us to deliver expert engineering solutions that drive value for your business.