- Led multiple end-to-end Analytics Engineering, BI, and Data Platform initiatives for global SaaS, MarTech, Gaming, Subscription, E-commerce, and Trade clients.
- Architected and implemented scalable ETL/ELT pipelines using Apache Airflow, AWS MWAA, Python, Redshift, Athena, BigQuery, and Salesforce.
- Built enterprise data warehouses, dimensional data models, materialized views, and self-service analytics ecosystems serving Finance, Sales, Customer Success, Product, and Operations teams.
- Delivered executive dashboards and analytics solutions using Tableau, Power BI, Metabase, Holistics, and Looker.
- Reduced infrastructure and database costs by approximately $27K annually through performance tuning, query optimization, warehouse redesign, and operational improvements.
- Led client engagements, requirement gathering, solution architecture, project delivery, production support, and stakeholder management.
- Mentored junior engineers, conducted code reviews, and established BI development standards and best practices.
Key Project Highlights:
Enterprise Analytics Platform & Salesforce-to-Redshift Data Warehouse
- Designed and implemented a production-grade Salesforce → S3 → Redshift → Tableau analytics platform using Apache Airflow and AWS MWAA.
- Developed automated ETL pipelines, reconciliation frameworks, Slack alerting, and Row-Level Security (RLS) enabled dashboards.
- Delivered real-time revenue, product usage, customer success, sales funnel, and finance reporting solutions.
- Migrated Airflow workloads from Kubernetes POC to AWS MWAA production environment.
BI Platform Modernization & Cost Optimization
- Owned complete BI environment lifecycle including development, production support, performance tuning, monitoring, and incident management.
- Developed optimized analytical views, materialized views, and warehouse tuning strategies that significantly improved performance and reduced operational costs.
Holistics Analytics Performance Optimization
- Resolved dashboard performance issues on datasets containing billions of records in AWS Athena.
- Designed query models, pre-aggregated datasets, cluster datasets, and optimized data granularity to drastically improve dashboard responsiveness.
- Delivered campaign, subscription, registration, and revenue analytics with secure role-based access.
User Analytics & Product Engagement Insights
- Built analytics dashboards tracking user retention, monetization, gameplay behavior, membership adoption, and engagement metrics.
- Enabled product teams to make data-driven decisions around customer retention and revenue optimization.
Google Sheets → BigQuery → Looker Analytics Platform
- Implemented automated data ingestion and warehousing framework integrating dynamic Google Sheets data into BigQuery.
- Developed advanced SQL transformations, materialized views, and Looker dashboards supporting inventory, inflow, outflow, and operational analytics.
Sales, Product & Customer Analytics
- Designed scalable Power BI solutions with optimized star schema models, advanced DAX calculations, drill-through analysis, and customer segmentation.
- Delivered executive-level insights on customer lifetime value, product adoption, regional performance, and sales growth.