At CRISIL Limited, I deliver financial and operational analysis for banks and institutional clients, turning business performance and risk indicators into structured credit and performance assessments.
I evaluate working-capital cycles, cash conversion cycles, margins, inventory turnover, freight costs and production-capacity utilisation. I also synthesize audit reports, annual reports and peer benchmarks to uncover concentration risks, operational bottlenecks and disclosure gaps.
I’ve architected GenAI-driven annual-report data extraction pipelines, built fact-based financial commentary models, and developed Python and GenAI-enabled news sentiment and classification applications for financial portfolios.
I work directly with senior stakeholders to structure business problems, gather requirements and coordinate delivery from analytical design through final output. My foundation in credit analysis, financial modelling and sensitivity analysis helps me translate complex data into useful lending narratives and client-ready insights.

