AI & Machine Learning Services for Doyalson 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 Doyalson 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 Doyalson 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 Doyalson 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 business owner in Doyalson, New South Wales, Australia, you understand the importance of finding trusted partners to support your operations and growth. Look no further than COLETEK, a multidisciplinary Australian engineering and product development company established in 2001.

With our team spread across major metropolitan areas and rural regions alike, including Doyalson, New South Wales, Australia, we're uniquely positioned to provide tailored support for businesses throughout the country. Our expertise spans multiple industries, with a deep understanding of the unique challenges faced by companies operating in this region.

At COLETEK, we pride ourselves on our innovative approach, combining cutting-edge technology and engineering prowess to deliver robust solutions that meet the needs of modern businesses. Based in Doyalson, New South Wales, Australia, our team collaborates closely with local companies to identify areas for improvement and create customized strategies for growth.

Whether you're looking to optimize your workflow efficiency, streamline processes, or develop new products to drive revenue, COLETEK's multidisciplinary team is equipped to help. We take a collaborative approach, working side-by-side with your business to design and implement tailored solutions that drive real results. With COLETEK by your side, you can rest assured that your project will be executed reliably and efficiently.

From product development and engineering to strategic consulting and implementation, our team's capability is unparalleled in Doyalson, New South Wales, Australia, and beyond. If you're seeking a trusted partner for your business, look no further than COLETEK – serving businesses across Doyalson, New South Wales, Australia, and operating throughout the country.