I've led initiatives across Finance, Sales, and Revenue domains. I have deep expertise in Quote-to-Cash systems, FP&A, Revenue and cash forecasting, Data modeling, and end-to-end pipeline development using tools like Snowflake, Databricks, Spark, Airflow, Python, Looker, and Tableau. My journey includes: Building Snowflake data warehouse from ground up, migrating data sets from Redshift to Snowflake. Building finance data marts with RBACs to comply with audit requirements and forecasting models at Asana Integrating complex systems like NetSuite, Zuora, Salesforce, Recurly, Coupa Working hands-on with big data tech (Hive, Spark, Kafka), API integrations, and governance & compliance processes (pre- and post-IPO) Leading audit-ready data solutions and cross-functional roadmaps. Whether you're an early-career data analyst, a transitioning engineer, or a business stakeholder aiming to leverage data effectively, I’m here to mentor you on: Building scalable data platforms Structuring data teams & projects Interview prep and career growth Real-world analytics use cases (SLG/PLG, ARR, forecasting, revenue) Let’s connect if you want practical, hands-on advice from someone who's been in the trenches and led strategic analytics at hyper-growth companies.