AI & Machine Learning Services for Nerring 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 Nerring 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 Nerring 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 Nerring 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 Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, collaboration, and capability across industries. Based in Nerring, Victoria, Australia, we take pride in supporting businesses like yours in their innovative journeys.

In Nerring, Victoria, Australia, you'll find a thriving business ecosystem driven by entrepreneurship and innovation. As a key player in this landscape, COLETEK has honed its expertise to address the unique challenges faced by local companies. Our team of engineers and experts have worked with clients from various sectors, including manufacturing, energy, infrastructure, and more.

By operating throughout Nerring, Victoria, Australia, we're well-positioned to deliver tailored solutions that cater to your specific needs. Whether you're seeking engineering expertise for new product design, process optimization, or innovation strategy development – our team is equipped to help you achieve your goals.

At COLETEK, we recognize the importance of building strong relationships with local businesses like yours in Nerring, Victoria, Australia. Our dedicated approach emphasizes collaboration, communication, and mutual understanding to ensure that your projects are executed efficiently and effectively.

Maintaining a national presence allows us to leverage our extensive experience and expertise across industries, ensuring that you receive the best possible solutions for your business in Nerring, Victoria, Australia. As a trusted partner, we'll work tirelessly to help you overcome challenges, drive growth, and achieve success.