Research
My research interests include databases, query processing, graph data management, data analytics,
applied AI/ML, AI accountability, and formal methods.
Query processing & optimization
- Query processing and join reordering.
- Cardinality estimation via sampling techniques.
Graph data management & analytics
- Algorithms and systems for graph-structured data.
- Scalable analytics and clustering on real-world graphs.
AI accountability & Applied AI/ML
- Understanding failure modes and improving trustworthiness of AI systems.
- Data-centric AI/ML and reliable evaluation pipelines.