Sample
Resume-Statistical risk modeling of retail
portfolios (credit cards, mortgages, personal loans, etc.) for
Basel II regulatory compliance |
SYNOPSIS
currently
working as a Risk Analyst with ABCD Bank in
Singapore. My work involves statistical risk modeling of retail
portfolios (credit cards, mortgages, personal loans, etc.) for
Basel II regulatory compliance. I have more than 2.5 years of
work experience in the field of data/risk analytics, almost 2
of which have been in Singapore. Prior to DBS, I worked on an
on-site project with other Banks in Singapore , also in risk
analytics.
Regarding education, I have a Master's degree in Operations
Research (Applied Mathematics) and a Bachelor's degree in Mathematics
(honours); both from premier faculties of ZZ University.
Details regarding my work experience, education and skill sets
are explained clearly in the attached CV
ORGANISATIONAL DETAILS
WORK EXPERIENCE
Total:More than 4 Years
1. ABCD Bank
Area of work: Retail Risk Analytics and Review
Period: 2007
to 2009
Location: Singapore
Work summary
- Validation of retail models (credit cards, mortgages, personal
loans and cash line) for Basel II regulatory compliance through
Advanced-Internal Ratings Based (A-IRB) approach. This includes:
- Optimum risk drivers selection and risk pool segmentation
- Estimation and validation of risk parameters - Probability
of Default (PD), Exposure At Default (EAD) and Loss Given
Default (LGD)
- Quantitative and qualitative review of models to deem fit
for monthly usage in order to calculate risk-weighted assets
and minimum capital requirements. This involves extensive
coordination with model developers and ensuring gap closures
concerning technical and business related issues.
- Stress testing validation of risk parameters (retail models)
as functions of macro economic factors to assess risk during
economic downturn; as part of Basel II regulatory compliance.
This includes:
- Assessment of stress testing approach, relevance of macro-economic
risk factors, appropriateness and structural stability of
regression models.
- Responding to concerns from Regulatory Authorities (Monetary
Authority of Singapore and Hong Kong Monetary Authority) concerning
all technical and business related issues pertaining to the
models, for overall Basel II regulatory compliance.
2. ZZZ Bank
Area of work: Retail Risk Analytics
Period: Jan
2006 to Oct 2007
Location: Singapore
Work summary
- Development of retail models (credit cards, mortgages and
personal loans) for Basel II regulatory compliance through
A-IRB approach. This included:
- Data preparation and manipulation involving exclusion and
default criteria, merging monthly datasets as well as application
/ behaviour scores
- Estimation of risk parameters – PD (logistic modeling),
EAD and LGD for calculating risk-weighted assets and minimum
capital requirements
- Delivering the results to model validation team and responding
to all technical and business related queries, till the model
was approved for Basel II implementation.
- Implementation of Basel II retail models (after validation
and approval) to compute monthly minimum capital requirements.
3. ABCD (India) Pvt Ltd
Area
of work: Data Analytics
Period: 2005
to 2006
Location: India
Work Summary
- On-site engagement with ABC Bank (Singapore)
for their Basel II risk management initiative ( 2007 to
2008 summarized in 2)
- Risk analytics project with an American leasing firm aimed
at formulating statistical (logistic) models to target the
right kind of customers as leasing clients
- Market Research analytics project with an American pharmaceutical
company aimed at positioning different medical brands vis-à-vis
the market and competition
- Creating automation macros in SAS to capture duplicate records
of company information in large datasets containing company
details.
_________________________________________________________________________________
BUSINESS TOOLS KNOWLEDGE
- SAS (statistical procedures, data manipulation, macros, Enterprise
Miner)
- MS Office
- SPSS
EDUCATIONAL QUALIFICATIONS
- Master of Science - Operations Research;
Faculty of Mathematical Sciences, University(2003
- 05)
- Bachelor of Science (Honours) -
Mathematics; College, University of Delhi
(2000 - 03).
HOBBIES & INTERESTS
Sports, gaming, traveling, reading, history.
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