At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Crawford 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 Crawford 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 Crawford 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 Crawford Together
If you're based in for Crawford 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 Crawford Experience!
Elevate Your Crawford, Queensland, Australia Business with COLETEK's Engineering Expertise
As a locally based, national player in the engineering and product development scene, COLETEK takes pride in its long history of serving businesses across Crawford, Queensland, Australia, among other locations. Since our establishment in 2001, we've consistently demonstrated our commitment to innovation, reliability, and collaboration – all of which have contributed to our reputation as a trusted partner.
With offices operating throughout Australia, including our Crawford, Queensland, Australia location, COLETEK is uniquely positioned to support local businesses. Our multidisciplinary team of experts brings together the best in engineering and product development to deliver bespoke solutions that meet the evolving needs of industries.
In Crawford, Queensland, Australia, we understand the distinct challenges faced by local businesses. That's why we've built our company around a culture of innovation, with a focus on developing cutting-edge products and services that drive growth and profitability. Our team works closely with clients to identify opportunities, develop strategies, and implement solutions that create real value.
As a Crawford, Queensland, Australia business owner or technical decision-maker, you're seeking a partner that can bring expertise to the table, alongside a commitment to reliability, collaboration, and capability. You want someone who knows your region inside out – a company with local knowledge and national reach. At COLETEK, we pride ourselves on our ability to balance technological know-how with regional insight, making us an ideal choice for Crawford-based businesses seeking engineering expertise.
Whether you're looking to drive innovation, improve operational efficiency, or develop new products that meet your customers' needs, we've got the skills and experience to help. Our team operates from a strong foundation of trust, built through years of delivering results in Crawford, Queensland, Australia and beyond. Join forces with COLETEK – let's build something remarkable together.
