Kakao Enterprise Launches AI Development Support Platform 'Kakao i Machine Learning'

[Asia Economy Reporter Yuri Choi] Kakao Enterprise announced on the 30th that it has launched the machine learning operations platform ‘Kakao i Machine Learning,’ which supports an efficient artificial intelligence (AI) development environment.

Kakao i Machine Learning is a platform that enables integrated management of the entire process from AI model training to inference and deployment without requiring difficult infrastructure knowledge or model operation know-how. It provides a stable yet rapid development environment by integrating system development and service operation.

Generally, in the AI model development process, machine learning engineers go through stages such as ▲data collection and understanding ▲data preprocessing ▲model training ▲bias verification ▲deployment. To create a high-quality AI model, repetitive tasks are necessary during the model training process, which involves various trial and error. Kakao i Machine Learning improves work productivity by reducing repetitive tasks during the model training process.

Kakao i Machine Learning supports continuous monitoring and maintenance through version control of AI models, enabling periodic release of the latest AI models. Corporate clients can connect and use high-performance graphics processing units (GPUs) such as NVIDIA A100, V100, and T4 according to their desired purposes. Additionally, Kakao i Machine Learning supports functions including ▲infrastructure management ▲data management ▲experiment management ▲machine learning pipeline ▲deployment management.

Choi Dong-jin, Chief AI Officer (CAIO) of Kakao Enterprise, said, “The newly introduced Kakao i Machine Learning is a powerful platform that allows easy integrated management of the entire AI model lifecycle without difficult infrastructure knowledge or operational know-how. Furthermore, it supports high-performance distributed training environments that require large-scale computing resources such as Chat GPT and generative AI, contributing to creating new value.”