Building Business AI agent at meta

Machine learning and Natural Language Processing

• applications in communication & collaboration.

• collaboration prediction

• Anomaly detection, fraud detection, using auto-encoders and density estimation with mixture normal models

• Thesis: Discovering latent structures in Syntax Trees and Mixed-type Data

• research in tree sampling algorithms on parsing low resource languages

• Recent projects involve Bayesian factor models, online-EM algorithms, etc