Agarwal
Project Manager || Fraud Modeling || Credit Risk Modeling || Machine Learning || Model Development and Validation || CECL CCAR IFRS9 BASEL CRST
- Role
- Project Manager at EXL
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Agarwal
Ram Agarwal is a highly accomplished Project Manager with 8+ years of specialized experience in Credit Risk and Fraud Modeling, blending strategic business acumen with deep expertise in machine learning and global regulatory frameworks (CCAR, CECL, IFRS9, ICAAP, Basel). Proficient in SAS, Python, Snowpark and ML techniques, he leads end-to-end development of critical loss estimation models (PD, LGD, EAD) and advanced fraud authentication systems. A multi-award winner (including the \'Game Changer\' and \'Intellectual Capital Development\' Awards), he is recognized for pioneering automation initiatives, establishing comprehensive operational frameworks, and mentoring a team of 15+ analysts.
Experience
Project Manager
Jan 2025 — Present · Gurugram, IN
Established a comprehensive fraud operations framework for a new client from the ground up, including secure facility setup and specialized talent acquisition; honored with the Game Changer Award.• Led the development of fraud authentication models using Snowpark, implementing XGBoost, Random Forest, and LightGBM to secure digital and telephone channels.• Pioneered a model monitoring ecosystem for 25+ models using Python, SAS, Tableau and Streamlit to monitor feature drift and anomaly scores, reducing model degradation risk by 40%.• Managed account operations, overseeing resource planning and mentoring a team of 15+ analysts.
Education
Guru Tegh Bahadur Public School
Intermediate, PCM
2009 — 2011
Meerut Institute of Engineering and Technology(MIET)
Bachelor of Technology - BTech (with Hons), Computer Science
2011 — 2015
St. Mary's Academy, Meerut Cantt.
High School/Secondary Certificate Programs
1998 — 2009
Institute of Management Technology, Ghaziabad
Master of Business Administration - MBA, Finance and Analytics
Skills
- Management
- Microsoft Excel
- English
- Java
- Microsoft Office
- Leadership
- Core Java
- C
- Programming
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