Shivani Singh

Technical and Analytical Skills

• Data Analytics & Visualization:

Possess hands-on experience designing interactive dashboards using Power BI and Tableau, enabling stakeholders to easily understand complex data trends and performance metrics. I have used these tools effectively in roles at Wells Fargo and Citibank to improve reporting and scenario analysis across asset classes.

• Programming and Automation:

Proficient in Python and SQL, automated data processing, built machine learning algorithms for forecasting, and developed tools that drastically reduced analysis time. Python-based solutions have supported stress scenario modelling, predictive analytics, and report automation.

• Machine Learning:

Developed AI-driven solutions to predict data trends with 90% accuracy, showing strong understanding of supervised learning techniques, feature engineering, and model evaluation in a financial services context.

Risk and Financial Expertise

• Stress Testing & Scenario Analysis:

I bring over 6 years of deep experience in regulatory stress testing (CCAR, ECB, EBA, Basel III/IV), with skills in scenario design, P&L impact analysis, and risk appetite evaluation across credit and market risk variables.

• Audit & Data Governance:

At Wells Fargo, I ensured 100% audit compliance by documenting processes rigorously, supporting robust data governance and regulatory standards.

• Cross-Functional Collaboration:

My work often involved close collaboration with global teams (EMEA, APAC, LATAM), translating raw data into actionable insights for risk, finance, and leadership teams.