Sri Lakshmi Chilekampalli

Experience

1. Data Analyst

   JPMorganChase

   Aug 2024 — Present · TX, US

   Designed and deployed automated credit risk scoring pipelines using Python and R, reducing manual processing by 60% and accelerating loan decisioning turnaround time by 45%. Engineered Basel ETL pipelines in SSIS and Python, enhancing regulatory data accuracy to 98.7% through integrated data validation and audit layers. Developed probability of default (PD), loss given default (LGD) and exposure at default (EAD) segmentation models for commercial lending using Scikit-learn and historical loan performance data. Built and maintained interactive Tableau dashboards for risk analysts and portfolio managers to monitor asset performance, exposure concentration and regulatory KPIs. Extracted, transformed and loaded data from Oracle, Snowflake and Bloomberg APIs using advanced SQL (T-SQL) and Python scripts for risk modeling and financial forecasting. Conducted portfolio trend forecasting and anomaly detection by building multivariate regression and ARIMA-based time series models on retail banking datasets. Performed model validation, backtesting and scenario analysis in SAS Risk Dimensions to meet CCAR and DFAST stress testing requirements. Enhanced model transparency and interpretability using SHAP and LIME techniques, providing explainability reports to auditors, regulators and internal stakeholders. Collaborated with compliance and legal teams to align all analytics processes with AML, KYC, GDPR and GLBA regulations, ensuring secure and ethical handling of sensitive data. Documented all model development artifacts including BRDs, FRDs, validation reports, SOPs and version histories using Confluence, supporting audit readiness and regulatory transparency.

Education

• University of Houston, C.T. Bauer College of Business

  Master of Science - MS

  2023 — 2025

• Anna University Chennai

  Bachelor of Engineering - BE

  2018 — 2022