Tech-savvy risk manager experienced in Credit risk, Operational risk, and Climate risk utilizing technical skills to drive business process improvements, minimize risks, and enhance cost efficiency.
Overview
7
7
years of professional experience
Work History
AVP
Credit Suisse
04.2022 - Current
Developed various automated data control and audit reports using RMarkdown & RShiny to enhance the existing manual control steps
Implemented Recovery & Resolution Plan (RRP) model and performed the model run as demanded by the Regulators.
Developed & implemented Operational risk stresstest models.
Manager
Ernst & Young LLP
07.2017 - 03.2022
Developed Expected Credit Loss (ECL) UI-based application using R Shiny for multiple Middle Eastern Banks capable of transforming raw data, calculating PD, LGD, EAD, and Staging finally arriving at ECL based on IFRS9
Developed Business Requirement Document for software company which helped them develop ECL tool
Responsibility included implementation of various approaches to calculate different components of ECL (PD, LGD, EAD, Staging)
Worked with biggest bank in Myanmar to develop credit scoring model for automated decision-making of unsecured consumer lending with help of advanced analytics using Python
Worked on development of customer behavioral model to rate borrowers based on their re-payment behavior utilizing machine learning technique such as Random Forest
Developed and implemented Valuation in Resolution (ViR) model for bank’s wholesale non-performing assets using Python as part of regulatory requirement
Was responsible for identifying data sources, performing data analysis, reviewing, and implementing economic/insolvency calculation in production environment, performing UAT, and preparing technical documentation
BCBS239 assessment: Worked with large European bank helping them in transition to BCBS239 compliant system
Responsibility includes performing various operational risk model executions, documenting controls, and operating procedures, managing and coordinating BAU activities with stakeholders and Model implementation in the new platform including risk (RWA & ERC) & allocation models in R
Climate change risk (physical risk): Worked on modeling of exposure-based models (using Bayesian network) for climate risk to assess direct physical risk due to extreme climatic events
Responsibility included assessing and collecting all relevant data and building dependencies for scenario analysis which was then used in Bayesian networks
This also included conducting scenario analysis workshops with business experts of various teams for better understanding of climatic events and their impact on bank’s business and contingency plan
Developed web application using R Shiny to develop exposure-based models using risk drivers with probabilistic distribution and executed through monte-carlo simulation.
Education
Executive Program - Fintech, Banking And Applied Risk Management
Indian Institute of Management
04.2023
Master of Science - Financial Economics
Madras School of Economics
Chennai
07.2017
B.Tech - Electrical Engineering
Veer Surendra Sai University of Technology
Odisha
2014
Skills
R, R-shiny, R-Markdown, Python, VBA, SQL
Tableau, Power BI, AWS
Machine learning, Data analytics
Statistics & Probability, Data Visualization
Time series analysis
IFRS9, Scorecard development, Behavior modeling,
Climate physical risk modeling, Exposure based modeling
Basel, PD, LGD, EAD, CCF, stress testing
Basel, PD, LGD, EAD, CCF, stress testing
Leadership, Client management
Timeline
AVP
Credit Suisse
04.2022 - Current
Manager
Ernst & Young LLP
07.2017 - 03.2022
Executive Program - Fintech, Banking And Applied Risk Management
Indian Institute of Management
Master of Science - Financial Economics
Madras School of Economics
B.Tech - Electrical Engineering
Veer Surendra Sai University of Technology
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