Rani Ratnasree

Kakani, Narasaraopet, Palnadu District, Andhra Pradesh 0+ yrs exp 60 · Good

About

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Skills & Expertise (21)

Python Advanced

8.0/10

Years Exp

SARIMAX Intermediate

7.0/10

Years Exp

Model Development Intermediate

7.0/10

Years Exp

SQL Intermediate

6.5/10

Years Exp

ARIMA Intermediate

6.5/10

Years Exp

Statistical Analysis Intermediate

6.5/10

Years Exp

Logistic Regression Intermediate

6.5/10

Years Exp

Linear Regression Intermediate

6.5/10

Years Exp

Model validation Intermediate

6.5/10

Years Exp

LightGBM Intermediate

6.0/10

Years Exp

SARIMA Intermediate

6.0/10

Years Exp

Random Forest Intermediate

6.0/10

Years Exp

Decision Tree Intermediate

6.0/10

Years Exp

XGBoost Intermediate

6.0/10

Years Exp

MS Excel Intermediate

6.0/10

Years Exp

Cat Boost Intermediate

5.5/10

Years Exp

Tableau Intermediate

5.5/10

Years Exp

SMOTE Intermediate

5.5/10

Years Exp

Power BI Intermediate

5.0/10

Years Exp

Product Development Intermediate

4.5/10

Years Exp

R&D Intermediate

4.0/10

Years Exp

Work Experience

Intern

Tamil Nadu Infrastructure Development Board (TNIDB) – mByom Consulting

Aug 2025 - Aug 2025

Supported state economy advisory projects through secondary research, data analysis, and preparation of state action plans. Contributed to reports and policy recommendations for infrastructure and economic development.

Credit Risk Intern – CRO Division

Kotak Mahindra Bank

Jun 2025 - Aug 2025

Forecasted India credit cycles across Agriculture, Industry, Services sectors, and Personal Loans using SARIMAX model. Achieved R² > 0.90 and MAPE ≤ 5%, ensuring high model accuracy for sectoral wise forecasting. Analyzed RBI, CMIE, and Kotak internal data to evaluate sectoral credit flow patterns and built projections for FY2025–2030. Identified differential growth trends with CAGR ranging 4.8% to 8.5%, supporting strategic lending and portfolio diversification. Developed Python dashboards integrating macroeconomic, credit growth, and GNPA metrics to visualize sectoral risks. Generated insights that guided policy recommendations on rural credit digitization, MSME exposure, and risk-adjusted lending strategies.