Sikurayer Unveils Machine Learning Automation Architecture 'AutoAPE' at 'STICK 2022'

Sikurayer (CEO Jeon Joo-ho) announced on the 21st that during the developer conference 'STICK 2022', Kim Jin, team leader of the AI Service Model Team at Sikurayer, unveiled the machine learning automation architecture 'AutoAPE'.

At the conference, Kim Jin presented on the topic 'AutoAPE Architecture: Evolutionary Method for AI Model Creation'.

Kim explained the philosophy behind 'AutoAPE', stating, "The goal of 'AutoAPE' is to implement technology that autonomously learns and makes judgments like a human to develop the optimal artificial intelligence model based on AutoML and XAI technologies." He added, "'AutoAPE' automatically generates optimized models in a short time based on the characteristics of previously created datasets when new data enters a new domain, resulting in superior performance compared to existing AI platforms."

Sikurayer's 'eyeCloudAI' is a code-free AI platform equipped with 'AutoAPE', allowing users to automatically build an AI model pipeline from feature selection and preprocessing to machine learning algorithms and hyperparameter optimization (HPO) with just a click of a button.

Kim stated, "Using 'AutoAPE', even non-experts and non-majors can generate AI models with just a click," and emphasized, "We will lower the barriers to AI technology so that everyone can easily benefit from it and gradually eliminate technological blind spots."