Simran Patel
Actively Seeking W2 and FTE Opportunities | Data Analyst | ETL & ML Specialist | Cloud (AWS/Azure) | MS in Computer Science
- Role
- Data Operations Analyst at JPMorganChase
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Simran Patel
Data Analyst with 4+ years of experience building scalable ETL pipelines, optimizing SQL…
Experience
Data Operations Analyst
Aug 2024 — Present · US
Analyzed complex datasets using Python (Pandas, NumPy) and SQL to perform exploratory data analysis (EDA), identifying trends that informed business strategies and reduced ad-hoc query resolution time by 12 hours weekly.Designed and executed A/B tests in R to evaluate marketing campaign effectiveness, collaborating with stakeholders to refine targeting strategies and increase lead conversion by 8% without using percentage-focused metrics.Developed predictive models using Python (SciPy, Scikit-learn) and machine learning techniques to forecast customer churn, aligning with retention teams to implement interventions that reduced churn-related costs by $18K quarterly.Optimized ETL pipelines using Snowflake and Python, automating data ingestion workflows for 10+ sources and cutting manual data preparation time by 15 hours monthly.Visualized insights through Tableau and Matplotlib, creating dashboards to track KPIs for sales and operations teams, enabling faster decision-making and reducing weekly reporting effort by 10 hours.Evaluated data quality by implementing SQL-based validation frameworks, resolving discrepancies in 500K+ transactional records, and improving CRM system reliability for 50+ users.
Education
Stevens Institute of Technology
Master's degree
2022
Parul University
Btech in
2017 — 2022
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