11 years of data, now building with AI.

Vice President, Data Engineering

BNY · Chennai

Building an AI-enabled analytics layer that lets business users ask questions and create dashboards in plain language.

• Build curated, AI-ready datasets with documented business context and governed metric definitions, so LLM-generated answers match certified reporting.
• Design the AI-enabled reporting layer: a semantic layer that maps business terms to approved metrics, dimensions and joins, giving agents a safe, consistent surface to query instead of raw tables.
• Engineer prompt-based dashboard creation: users describe a view in natural language; the system resolves intent to governed metrics, generates the query and visual spec, and renders an editable dashboard.
• Develop a data agent that plans multi-step analyses, generates and validates SQL against the semantic layer, and explains how each answer was derived.
• Implement guardrails and evaluation: test sets of real business questions, accuracy tracking, role-based data access, and clarifying questions when intent is ambiguous.

Vice President, Data and Analytics

BNY · Chennai

Owned AI-enabled data and analytics products for FP&A and Controllers, serving 1,000+ users across reporting, close, planning and performance management.

• Built AI-assisted analytics with internal LLM/RAG tools, Power BI Copilot and Fabric Copilot to generate variance commentary, enable natural-language exploration and summarize insights for executives, including RAG solutions that explain expense variance and headcount movements.
• Created governed data products by integrating Oracle ERP, the Neo finance platform, Salesforce CRM and IBM Planning Analytics into curated datasets.
• Led pipelines and data products that improved business-day-2 close readiness with consistent views of books, drivers, exceptions and required actions.
• Translated CFO and finance leadership needs into product roadmaps, features and reusable data assets, partnering with product and technology teams.
• Automated recurring reporting and data preparation, saving 1,460+ hours a year and improving consistency and refresh reliability.
• Led a team of 7 analysts; coached them on semantic modeling, dataset design, performance and practical AI adoption.

Lead Data Analyst

BNY · Chennai

• Led BI modernization across finance reporting with a team of 4, improving standardization, auditability and delivery reliability.
• Delivered automation across 100+ lines of business, cutting report refresh cycles from hours to minutes and saving 300+ hours a year.
• Acted as solution lead for data integration and automation: requirements, testing, release readiness and sign-off.
• Resolved critical data quality and performance issues in business-critical reporting under tight timelines.

Senior Data Analyst

BNY · Chennai

• Owned analytics for headcount and deposit classification, delivering controlled insights to finance and operations.
• Redesigned high-volume data preparation flows to reduce manual intervention and improve reliability.
• Delivered regulatory and operational reporting with clear metric definitions and controlled outputs.

Deputy Manager

Philips GBS

• Managed performance and capacity of the enterprise BI platform, improving reliability across published reports.
• Analyzed server usage to find optimization opportunities, supporting 25% cost savings.
• Automated data collection and validation with Power Platform, speeding reporting turnaround.

Assistant BI Manager

Philips GBS

• Delivered inventory and project-tracking analytics for supply chain and operations.
• Defined consistent KPIs and reusable reporting assets that improved decision support.

Deputy Manager

Encore IT Solution

• Migrated legacy healthcare reporting to Power BI, improving access to insights and consistency.
• Built and maintained SSIS ETL pipelines that improved data availability for operational reporting.