AI & Machine Learning Services for Dulguigan 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 Dulguigan 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 Dulguigan 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 Dulguigan 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 leading multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that transform industries nationwide. Based in Dulguigan, New South Wales, Australia, our team is committed to supporting local businesses across the region and throughout Australia. Serving businesses across Dulguigan, New South Wales, Australia, we've had the privilege of working alongside some of the most forward-thinking organizations in the area. Our comprehensive engineering expertise spans from product design and development to testing and validation, allowing us to tackle complex challenges head-on. At COLETEK, collaboration is at the heart of our approach. We take the time to understand your unique needs and goals before designing custom solutions that meet your specific requirements. Whether you're looking to improve operational efficiency, optimize performance, or simply overcome a technical hurdle, our team of experts will work tirelessly to deliver reliable and effective solutions. Operating throughout Dulguigan, New South Wales, Australia, among other locations across the region, we've built strong relationships with businesses and organizations that value expertise, integrity, and results. By leveraging our multidisciplinary capabilities and cutting-edge technologies, we're equipped to tackle any engineering challenge that comes our way. As a trusted partner for companies in Dulguigan, New South Wales, Australia, COLETEK is proud of the impact we've had on local industries. We believe that, together, we can achieve great things by combining your business acumen with our technical expertise.