AI & Machine Learning Services for Dooen 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 Dooen 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 Dooen 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 Dooen 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 consistently demonstrated its capacity to support businesses across Dooen, Victoria, Australia, and throughout the nation. Our commitment to reliability, collaboration, and capability enables local companies to flourish and create lasting impacts in their respective industries. With our headquarters based in Dooen, Victoria, Australia, we proudly operate throughout the region, working closely with like-minded entrepreneurs, inventors, and leaders who share our passion for innovation and growth. By partnering with businesses from diverse sectors, including but not limited to agriculture, manufacturing, healthcare, and more, COLETEK fosters an environment conducive to continuous improvement and expansion. Our comprehensive understanding of local market needs, paired with a strong national reputation, empowers us to deliver tailored solutions that address the specific challenges faced by businesses in Dooen, Victoria, Australia. By leveraging our expertise in engineering and product development, we help clients achieve their objectives, drive competitive advantages, and remain ahead of the curve. When it comes to creating products or processes that drive real-world impact, COLETEK is uniquely positioned to support businesses throughout Dooen, Victoria, Australia. Our collaborative approach ensures that every partnership yields meaningful results, from improving operational efficiency to developing cutting-edge technologies. The time has come for your business in Dooen, Victoria, Australia to tap into COLETEK's collective expertise. By integrating our services and insights into your operations, you'll not only overcome existing hurdles but also seize emerging opportunities with confidence.