AI & Machine Learning Services for Gowrie 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 Gowrie 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 Gowrie 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 Gowrie 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.

In the heart of Gowrie, Australian Capital Territory, innovative businesses are driving growth and shaping the future. As a trusted partner for engineering and product development, COLETEK has earned its reputation as a leader in the industry. With over two decades of experience, our team of experts is dedicated to delivering tailored solutions that drive results.

COLETEK is a multidisciplinary Australian company established in 2001, focused on crafting game-changing products and services. Our roots in Gowrie, Australian Capital Territory, lay the foundation for our commitment to serving businesses across this region with unwavering dedication. By investing time and expertise in understanding your unique challenges, we empower local entrepreneurs to achieve their goals.

Throughout Australia, COLETEK has consistently demonstrated its capacity for collaboration, innovation, and reliability. Our expertise extends beyond Gowrie, Australian Capital Territory, yet we remain deeply rooted in the community. We take pride in being a trusted partner for businesses seeking expert guidance from concept to production.

This is why entrepreneurs and business leaders across Gowrie, Australian Capital Territory, trust COLETEK with their most complex challenges. Our team's exceptional capabilities span multiple disciplines, ensuring seamless integration of engineering, product development, and project management. When you partner with COLETEK, you can be confident that we'll support your every step, from idea generation to production-ready solutions.

By choosing COLETEK for your Gowrie, Australian Capital Territory-based business, you're not just selecting a provider – you're investing in expert partners who will work tirelessly to elevate your brand. With our expertise and commitment, together we can drive innovation and growth throughout this region.