At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Stirling 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 Stirling 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)
Why AI & Machine Learning Services for Stirling Clients Choose COLETEK
- 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.
Let’s Build Practical AI & Machine Learning Services for Stirling Together
If you're based in for Stirling 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.
We have long-standing AI & Machine Learning Services for Stirling Experience!
Trusted Engineering Partner for Businesses in Stirling, Victoria, Australia
COLETEK is proud to serve as a trusted engineering partner for businesses throughout Stirling, Victoria, Australia and across the nation. Our multidisciplinary team of engineers and product developers has honed expertise over 20 years since our establishment in 2001.
We understand the unique challenges faced by businesses in this iconic region – from agricultural innovation to defense technology advancements – and we take pride in supporting these organizations as they strive for excellence.
As a multidisciplinary Australian engineering and product development company, we're uniquely equipped to tackle diverse projects that require collaborative problem-solving skills. Our national reputation is built on reliability, creativity, and the ability to deliver innovative solutions that meet the evolving needs of our customers.
We're committed to supporting businesses in Stirling, Victoria, Australia as they drive growth, improve efficiency, and expand their market presence. By drawing on our extensive experience and expertise, your organization can tap into a world-class engineering capability tailored to local circumstances.
Whether you're seeking guidance on developing new products or optimizing existing ones, we're here to help you navigate the complexities of product development and engineering. Our team is dedicated to empowering businesses in this region with innovative solutions that meet local needs.
We invite you to explore our comprehensive portfolio, which features various case studies demonstrating our capabilities, from defense and aerospace to agriculture and beyond. Together, let's build something remarkable – a future shaped by ingenuity, collaboration, and shared success.
