Ritika Kalyani
Data Analyst | SQL | Python | Snowflake | Airflow | BI (Tableau, Power BI, Alteryx) | AWS/Azure | Automated Pipelines & Predictive Modeling for Finance | Turning Complex Data into Executive Decisions
- Role
- Data Analyst at JPMorganChase
- Location
- Cleveland, OH, US
- LinkedIn followers
- 500 followers
About Ritika Kalyani
I am a Business Analyst / Data Analyst with 3+ years of experience turning complex…
Experience
Data Analyst
Mar 2025 — Present
Automated ETL orchestration using Apache Airflow, Python, and SQL to ingest and transform 200K+ daily transaction records, enabling reliable near-real-time feeds for downstream reporting.• Built and maintained 15+ Alteryx dashboards for trading, cash management, and securities revenue; shortened decision cycles by surfacing KPI trends and drill-downs for senior stakeholders.• Performed large-scale exploratory data analysis (EDA) on datasets with 1M+ rows to identify revenue leakage and seasonal patterns, which informed model adjustments used in quarterly forecasts.• Designed and enforced data validation & governance rules (row-level checks, reconciliation jobs) that improved report accuracy and eliminated recurring reconciliation tasks, saving an estimated 8–10 staff hours per week.• Developed ML-based anomaly detection prototypes in Python (scikit-learn, TensorFlow) to flag abnormal transaction patterns, reducing time-to-detect suspicious activity and improving investigation routing.
Education
Kent State University
Master's degree, Business Analytics
Jawaharlal Nehru Technological University
Bachelor of Technology - BTech, Computer Science
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