AI & Machine Learning Services for Ournie 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 Ournie 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 Ournie 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 Ournie 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 Ournie, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. As a trusted national player with over two decades of experience, we have earned a reputation for delivering high-quality solutions that meet the unique needs of businesses across Ournie, New South Wales, Australia. At COLETEK, we understand the importance of fostering strong relationships with local businesses, like yours. Our team is dedicated to collaborating with entrepreneurs and decision-makers in Ournie, New South Wales, Australia, to develop innovative engineering solutions that address specific challenges and drive growth. With a deep understanding of the Ournie, New South Wales, Australia market, we are well-equipped to support your business with tailored engineering expertise. Our team is committed to building trust by consistently delivering exceptional results, adapting to changing circumstances, and prioritizing open communication throughout every project. By leveraging our extensive experience in engineering and product development, we empower businesses like yours to achieve their goals and stay ahead of the curve. From concept to reality, we are dedicated to ensuring that your Ournie, New South Wales, Australia-based enterprise thrives through our collaborative efforts. COLETEK's national reputation is built on a foundation of reliability, capability, and a relentless focus on innovation. Our in-house experts work tirelessly to drive the development of cutting-edge engineering solutions, applying their expertise to address the diverse needs of businesses operating throughout Ournie, New South Wales, Australia. Trust our team with your most critical projects, knowing that our collective enthusiasm for delivering outstanding results will keep you ahead of the competition. Whether you're looking to optimize production processes, overcome operational obstacles, or seize new market opportunities, COLETEK is proud to serve businesses across Ournie, New South Wales, Australia. Our company is dedicated to supporting your local enterprise with world-class engineering expertise, allowing you to focus on what matters most – growing your business and enriching the community.