Ritam Dutta

I’m a Data Analyst with 2+ years of experience in financial operations analytics, data quality assurance, and automated reporting. I use SQL and Python to extract insights from large datasets, detect anomalies, and monitor KPIs across revenue and productivity metrics.

In my Business Operations Analyst role, I built and monitored a KPI analytics framework tracking ₹75L annual revenue, including performance targets, variance analysis, and early-warning flags for operational risks. By maintaining 95%+ reporting accuracy through rigorous validation, I helped ensure stakeholders could trust the numbers.

I also automated reporting workflows using Excel macros and SQL queries, reducing operational inefficiencies by 18% and significantly cutting manual reporting time. I performed SQL queries and advanced Excel analysis (Pivot Tables, XLOOKUP, complex formulas) to translate data into actionable insights for operational and strategic decisions.

Currently, as an AI/LLM Analyst, I conduct quality assurance and validation of multimodal datasets (text, images, conversations) and run evaluation workflows such as preference ranking and response quality assessment. I process ~50 evaluation tasks daily while troubleshooting data inconsistencies and ensuring reliable outputs through strict quality standards and documentation protocols.