AI & Machine Learning Services for Duri 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 Duri 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 Duri 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 Duri 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.

As the leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to operate throughout Duri, New South Wales, Australia. Our team of experts has been serving local businesses, providing innovative solutions that drive growth and success.

We understand the unique challenges faced by companies in Duri, New South Wales, Australia, from supply chain management to product development. That's why we've built a reputation as trusted partners, delivering reliable results and fostering collaborative relationships with our clients. Whether you're looking to improve operational efficiency, enhance your products or services, or simply need guidance on the best path forward, COLETEK is committed to helping your business thrive in Duri, New South Wales, Australia.

About us: we're not just about technology – we're engineers who develop innovative solutions that make a real impact. With our strong roots in Duri, New South Wales, Australia, and extensive experience across various industries, you can count on COLETEK for top-notch expertise and dedication to your project's success.

Whatever your business needs, whether based in Duri, New South Wales, Australia or operating throughout the region, we're here to support you. Our capabilities go beyond mere product development; we help businesses adapt, innovate, and grow in an ever-changing landscape. Explore how our multidisciplinary engineering and product development expertise can benefit your venture.

Innovative solutions, engineered with precision, fueled by passion for making a difference. COLETEK is the trusted partner for forward-thinking companies in Duri, New South Wales, Australia. Together, we can build something remarkable that benefits not only our businesses but also the community we serve – now and into the future.