About
Build it, document it, own it
I'm an Analytics Engineer at Smarsh, embedded in the Product organization. I work with Product Managers, Product Strategy, and Engineering leadership to make GTM and product data trustworthy, documented, and genuinely self-serve.
Over 4+ years I've built dbt and Snowflake data models that power $300M+ ARR planning, forecasting, and revenue analytics. I work across the full ELT lifecycle — PySpark & Delta Lake pipelines, Medallion-architecture modeling, and Power BI / Tableau delivery for cross-functional teams.
Recently I've built GenAI-powered Streamlit dashboards on Snowflake for predictive churn and product adoption, using Cortex Analyst and AWS Bedrock to bring insights directly to revenue leadership. I also ship changes through MCP-connected, AI-agent-assisted workflows under team governance guardrails.
How I work
- 01Documentation-first. Every model ships with tested metric definitions, lineage, and clear handoffs.
- 02Insight over method. Lead with the decision the data unlocks, not the pipeline behind it.
- 03AI as a force multiplier. GenAI for SQL generation, docs, and conversational analytics under governance.
- 04Global-ready. Comprehensive handoffs so projects progress 24/7 without real-time oversight.
Skills & tooling
The stack I reach for
Transformation & Modeling
- dbt (models, tests, docs, macros)
- SQL · Snowflake
- Medallion & Star-schema
- Semantic layer design
ELT & Pipelines
- PySpark · Delta Lake
- Python (Pandas, NumPy)
- AWS (S3, Glue, Redshift, Athena)
- Microsoft Fabric · Airflow
AI/ML & GenAI
- Snowflake Cortex Analyst
- AWS Bedrock · SageMaker
- GenAI dashboards (Streamlit)
- scikit-learn · spaCy · NLP
AI-Augmented Delivery
- MCP-connected Power BI & Snowflake
- Claude Code
- Devin
- Atlassian Rovo
BI & Visualization
- Power BI (DAX, M)
- Tableau · Streamlit
- Amazon QuickSight · Gainsight
- Datadog · Salesforce CRM
Engineering Practices
- Git · CI/CD
- GitHub Copilot
- Apache Airflow
- Jira · Agile
Credentials
Certifications
- Snowflake SnowPro Core (2026)
- Snowflake Platform Certification (2026)
- Microsoft Power BI Data Analyst Associate — PL-300 (2025)
- Foundations of BI & Agile Project Management, Google (2023)
Education
- AI/ML Certificate Program — UC Berkeley Executive Education (in progress, 2027)
- B.Tech, Aerospace Engineering — SRM Institute of Science & Technology (2021)