PUBG OP Moments

At FlexTrades, I build customer data platforms on Snowflake that unify behavioral, transactional, product, and CRM data for marketing and product analytics.

I've rebuilt marketing attribution in PySpark, implemented Kafka clickstream ingestion for millions of daily shopper events, and created reusable dbt models for product KPIs, customer lifetime value, and inventory turnover. My work gives teams faster access to campaign, funnel, and customer insights.

I focus on dependable data products, using Great Expectations quality gates, Airflow, Spark, Terraform, and Databricks to prevent bad data from reaching reporting and make deployments reproducible. I also use OpenAI API tooling to turn raw behavioral data into plain-language customer segment context.