Aman Garg Email & Phone Number

Mclean, Virginia, United States

Commercial Client Operation Analytics team

New Delhi, Delhi, India

• Crafted and implemented linear regression models in R, achieving tax revenue forecasts with a 5% Mean Absolute Percentage Error (MAPE), boosting budgetary efficiency through precise financial planning.
• Automated manual reporting processes and employed SQL for data extraction from tax returns, financial statements, and
• third-party sources, boosting operational efficiency by 20% and improving data accuracy by 30%.
• Formulated and deployed a robust fraud detection analytics framework, identifying $5M in tax fraud, which catalyzed enhanced recovery operations and fortified regulatory compliance throughout the department.
• Applied ARIMA models in R to analyze seasonal trends and anomalies in tax data, helping identify and flag deviations.
• Pioneered the adoption of a Power BI dashboard accessible by board members, enhancing their ability to make informed decisions through dynamic data visualizations.

Muzaffarnagar, Uttar Pradesh, India

• Developed a PD Behavioral Score Card for MSME loans using Logistic Regression and 5-Fold Stratified Cross Validation, predicting default probabilities, and categorizing borrowers into six bands, where the top three.
• Conducted end-to-end credit appraisals, analyzing customer financials and business operations to assess creditworthiness.
• Performed in-depth financial analysis, including cash flow assessment, financial ratio analysis, and KPI evaluation, to prepare comprehensive risk profiles for loan and trade credit applicants.
• Created dynamic financial models for capital evaluations and loan approvals, boosting branch operational efficiency by 24%.
• Led credit portfolio management and collaborated with various teams to achieve a portfolio growth of 17%.

Lucknow, Uttar Pradesh, India

• Secured a key partnership with a leading cloud services provider, integrating their technology into our software suite, which drove a 20% increase in market penetration and directly contributed to a 15% uplift in.
• Implemented a customer success program that reduced churn by 20% year-over-year, by enhancing onboarding processes and creating targeted educational content, thereby improving long-term customer retention and loyalty.

Haridwar Area, India

Master Of Quantitative Management, Business Analytics - Finance

Bachelor Of Technology (B.Tech.), Industrial And Production Engineering

High School, Science