As a member of the advanced development team, the candidate will gain hands-on experience working in an R&D lab that leverages on AI (i.e., machine learning/deep learning) to address challenging real-world project use-cases. Specifically, the candidate will work on a project related to improving the AI model performance on small and imbalanced datasets using generative models. Overall, the candidate will support the team on:
- Exploratory data analysis (EDA), feature engineering, and optimize existing AI model’s performance.
- Experimentation and identification of suitable generative models for industrial datasets.
- Continued development of existing web-based machine learning (ML) application dashboard, analytical methods interface, and time-series database.
