Jun–Aug 2023 / Boston, MA

Fidelity

NLP / AI Data Science Intern

Financial language systems and automatic evaluation.

Built an automatic evaluation framework for a financial chatbot.
Worked on financial named-entity recognition and document table extraction.
DEEP connects here through research collaboration; its publication followed the internship.

2025Publication

Systems and methods for measuring performance of large language models.

2024Publication

Ensembling prompt judgments to detect factual inconsistencies in generated summaries.

2023Role period

Named-entity recognition, table extraction and automatic evaluation for financial question answering.