Research and develop Generative VFX techniques, leveraging generative AI, to automate and enhance the CG pipeline for films.

Teaching graduate-level courses on artificial intelligence and its applications in education.

Building creative AI solutions.https://www.m47rix.com

- Operating a successful YouTube channel "빵형의 개발도상국" (youtube.com/@bbanghyong) focused on AI technology, programming, and personal development- Creating engaging educational content on various topics including machine learning, data science, web development, and hardwares- Channel has grown to 50,000 subscribers demonstrating strong content creation and audience engagement skills- Collaborating with other creators and industry experts to produce high-quality content and expand the channel's reach

- Set up CAC (customer acquisition cost)/LTV models to maximize marketing effect within budget.- Set up CAC limits of multiple products for cross-selling and built performance marketing cost structure to maximize marketing effect within limited budget.- Created customer retention prediction model to predict customers who would churn or not.- Set up customer engagement campaigns to maximize LTV (Lifetime value).

- Supervised AI team responsible for designing and testing convolutional neural network architectures for an appearance-based eye-tracking algorithm on smartphones using only the front camera (no extra hardware).- Supervised application team responsible for designing and developing iOS/Android eye-tracking software development kits for developers and demo applications.- Built real-time mobile-optimized deep learning models for: - Face detection - Facial landmark and face pose detection - Iris contour detection - Gaze tracking

- Supervised software development team responsible for designing and developing a web and app-based IoT smart waste collection optimization platform that provided real-time fill-level data, optimized collection routes, sent real-time notifications, and helped people make data-driven decisions.- Implemented fast and stable asynchronous distributed processing back-end and database architecture.- Designed global balanced server architecture with high availability, fast accessibility, automatic scaling, and robust security.- Developed ultrasonic wireless fill-level sensor and solar-powered compaction bin firmware algorithms.

Supervised software development team responsible for designing and developing a web-based interior vertical SNS that allowed users to share their own house interiors and decorations.