At WNS Global Services, I conduct pre-closing audits for US residential mortgage loans, supporting PennyMac and following TRID and investor requirements.
I compare Loan Estimates with Closing Disclosures and audit fees, property taxes, homeowners insurance binders, and title vesting details. I use Vesta, ClosingCorp, LAMP, and LAFA to resolve document discrepancies and clear closing conditions.
At OUTLIER/ AIDATA SERVICES, I evaluate generative AI responses for accuracy, coherence, instruction following, and safety. I also review and rank prompts and responses in finance, data analysis, and reasoning for RLHF work.
I transcribe and annotate Hindi and Indian English audio, including timestamping and forced alignment, and audit annotated datasets before model fine-tuning. My background also includes an MBA in Finance in progress and a BBA in Business Analytics.

