AI & Machine Learning Services for Doyalson North 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 North 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 North 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 North 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 local business owner or technical decision-maker in Doyalson North, New South Wales, Australia, you're likely no stranger to the importance of reliability and collaboration when it comes to engineering and product development. That's where COLETEK comes in – our multidisciplinary Australian engineering and product development company has been serving businesses across Doyalson North, New South Wales, Australia since 2001. Headquartered in Doyalson North, New South Wales, Australia, we've established ourselves as a trusted partner for companies seeking high-quality solutions tailored to their specific needs. With our national reputation built on delivering innovative and dependable services, you can rest assured that your business is in capable hands when working with COLETEK. Our team comprises experts from diverse engineering disciplines, each bring a wealth of knowledge and expertise honed through extensive experience serving businesses throughout Australia, including those based in Doyalson North, New South Wales, Australia. Rather than focusing on a narrow range of services, we're dedicated to building strong relationships with our clients and delivering solutions that exceed their expectations. When collaborating with COLETEK, you can expect exceptional problem-solving skills, agile project management, and a deep understanding of the challenges faced by businesses in Doyalson North, New South Wales, Australia. Our comprehensive approach ensures seamless communication and a laser-like focus on your goals, making us the perfect partner for any engineering or product development project. At COLETEK, we're committed to empowering local businesses like yours with the resources and capabilities necessary to thrive in today's competitive landscape. If you're looking for a trusted partner to help drive innovation, boost productivity, or simply address pressing technical challenges, look no further than Doyalson North, New South Wales, Australia-based COLETEK. So why wait? Let us bring our collective expertise and passion to your doorstep. Contact COLETEK today and discover the power of collaborative innovation for yourself.