Astha Patel

Senior Data Analyst with 6+ years of experience engineering the analytical frameworks that drive product growth, user retention, and operational scale. Proven track record at Amazon, Flipkart, and Avalara transforming petabyte-scale data into high-ROI product strategies and automated machine learning solutions. Core Impact & Metrics Delivered: Product Analytics & Experimentation: Architected end-to-end A/B testing frameworks and funnel diagnostics that directly optimized customer journey touchpoints and scaled CSAT. Machine Learning & RCA: Deployed advanced predictive models—including BERT for NLP/sentiment analysis and robust regression frameworks—to automate Root Cause Analysis (RCA) and optimize operational efficiency (SLA/TPH). Data Architecture & Infrastructure: Built and optimized scalable data models using the modern data stack (SQL, Python, BigQuery, Snowflake, dbt, Airflow) to drastically reduce query latency and democratize self-service analytics. Executive-Level Data Storytelling: Synthesized complex behavioral datasets into strategic, executive-facing dashboards (Tableau, PowerBI, QuickSight) to steer product roadmap prioritization. Passionate about scaling data-driven engineering cultures and mentoring high-performing analytics teams. 📬 Immediate Joiner available for Senior Product Analytics / Lead Data Analyst roles focused on owning and moving core conversion, retention, and growth metrics.