• Next-generation agent systems, focusing on memory design and continual self-evolving mechanisms
• Foundation model adaptation and alignment; shipped LLM fine-tuned models for safety and content understanding use cases leveraging SOTA techniques including distillation, SFT, reinforcement learning and test-time scaling.
• TL large-scale feed recommendation systems from 0→1 for Facebook Creators in Creator Feed.