Investor Metrics & P&L Analysis
• Led end-to-end ownership of investor-level metrics, including profitability, burn rates, and performance benchmarking across clients and services.
• Built dynamic P&L dashboards to track revenue, incurred claims, margin leakages, and client-level burn.
• Automated monthly investor decks with detailed drill-downs on financials, ICR trends, and business forecasts, improving visibility and reducing turnaround time.
Health Behavior Analytics & Risk Insights
• Designed and maintained health scorecards using insights from claims and diagnostic data to surface key risk markers, utilization trends, and care-seeking patterns.
• Played a critical role in underwriting strategy by evaluating service usage, benefit structures, and claim frequency to inform pricing models and client renewals.
Health Data Parsing & Reporting Automation
• Contributed to building an LLM-based solution for extracting insights from unstructured PDF medical reports.
• Automated claims and health transaction reporting pipelines using SQL, Python, and Metabase, reducing manual effort and ensuring real-time visibility.
• Streamlined debit note generation, improving cash flow accuracy and cycle time.
Company-Level Health Audits & Compliance Reporting
• Conducted client-level health audits using structured and unstructured data to identify coverage gaps, abnormal claim patterns, and high-cost drivers, delivering actionable risk insights for cost containment.
Cross-functional Collaboration & Decision Support
• Served as a key analytics partner to product, operations, and finance teams translating business questions into data-driven insights through dashboards, deep dives, and reports.
• Collaborated closely with leadership to monitor strategic KPIs across products and services, surfacing early warning signals for churn, cost leakage, or benefit misuse.