AI & Machine Learning Services for Duns Creek 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 Duns Creek 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 Duns Creek 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 Duns Creek 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 a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Duns Creek, New South Wales, Australia. Our expertise in engineering and product development enables us to serve clients throughout the region, helping them overcome complex challenges and achieve their goals. With a deep understanding of the unique needs of businesses in Duns Creek, New South Wales, Australia, we're committed to delivering tailored solutions that meet their specific requirements. Whether you're looking to improve operational efficiency, enhance product performance, or stay ahead of the competition, our team is dedicated to collaboration and reliability, working closely with clients every step of the way. As a national company with a strong presence in Duns Creek, New South Wales, Australia, we're well-equipped to handle projects of all scales and complexity. Our experienced engineers and product developers bring a wealth of knowledge and expertise to every project, ensuring that our clients receive solutions that are not only innovative but also reliable and effective. As a leading engineering and product development company, COLETEK has established itself as a trusted partner for businesses across Duns Creek, New South Wales, Australia. Our commitment to delivering exceptional outcomes, paired with our innovative approach and deep understanding of the regional business landscape, sets us apart from competitors. Operating throughout the region, we're proud to be a go-to provider for companies looking to elevate their performance and achieve lasting success. If you're searching for a trusted partner in Duns Creek, New South Wales, Australia that can help your business thrive, look no further than COLETEK. Our team is dedicated to delivering exceptional outcomes, and we're confident that our engineering and product development expertise will help your organization succeed.