Samadarshini Bommala
Business Data Analyst-3 YOE | SQL, Python, Power BI, NLP, AWS | FinTech Analytics
- Role
- Data Analyst at BNY
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Samadarshini Bommala
3 YOE Business Data Analyst | FinTech & Marketplace AnalyticsSkills: SQL, Python, Power BI, Tableau, AWS, NLP, A/B TestingResponsibility: Driving executive reporting, product experimentation, and NLP-driven automation across 9M+ record datasets at BNY Mellon and Airbnb
Experience
Data Analyst
Feb 2026 — Present · US
Processed 9M+ financial transaction records within 24-hour cycles using SQL (CTEs, Window Functions) and Python (Pandas), enabling timely reconciliation and ad-hoc reporting for compliance and operationsDelivered 22 executive reporting views across 7 business units by developing Power BI dashboards with DAX, translating BRDs/FRDs into structured analytics outputs aligned to KPI frameworksReduced policy lookup time by 60% by building an NLP-driven policy assistant using Python, RAG architecture, and LLMs, enabling semantic search and automated query resolution on unstructured financial documentsEngineered ETL pipelines processing 3 TB of financial data weekly on AWS (S3, Athena), streamlining data ingestion for analytics and compliance reporting systemsTech Stack: SQL, Python (Pandas), Power BI (DAX), AWS (S3, Athena), NLP, RAG, LLMsResponsibilities: FinTech Analytics | Executive Reporting | Stakeholder Management | Compliance & Reconciliation | Semantic Search Automation
Education
St. Francis College for Women
Bsc , MECS
Pace University - Seidenberg School of Computer Science and Information Systems
Masters, Data science
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