JIE ZHOU
E-mail: ***********@*****.*** Phone: 919-***-**** (c)
SUMMARY
Work and research experience in quantitative risk assessment,
catastrophe modeling and portfolio optimization
Skilled in mathematical and statistical modeling and programming based
on very large dataset
Knowledge in financial engineering
Detail-oriented and hard thinker
Ability to work on multiple tasks under tight deadlines
Excellent communication skills
EDUCATION
Ph.D. in Statistics, 2002-2007
University of North Carolina at Chapel Hill, Chapel Hill, NC
Research Interests: Extreme Value Theory, Spatial Statistics, Bayesian Statistics
B.Sc. in Mathematics, 1997-2002
University of Science and Technology of China, Hefei, China
EXPERIENCE
Research Scientist, 2007-Present
EQECAT Inc., Oakland, CA
Performed quantitative risk analysis for insurance linked securities(CAT Bonds)
Independently developed and implemented Europe windstorm model for
insurance industry
Constructed insurance portfolio optimization model and developed an automated
selection algorithm
Studied vulnerability functions based on very large set of claim data by using
various statistical methods such as copulas, MCMC, censored data analysis,
GLM, etc
Performed back test, stress test and other statistical tests on evaluating
performance of catastrophe risk models
Provided statistical analysis and other consulting work for different groups inside
the company
Research Assistant, 2005-2007
University of North Carolina at Chapel Hill, Chapel Hill, NC
Finished several research topics in analyzing very large data set, especially
focusing on extreme values
Developed spectral model and embedded circulant matrix approach in estimating
parameters of large dimensional covariance matrices related to extremes
Implemented models by using Markov Chain Monte Carlo simulations with
application to United States extreme rainfalls
Teaching Assistant, 2002-2004
University of North Carolina at Chapel Hill, Chapel Hill, NC
Taught Pre-calculus Mathematics III – Trigonometric and Analytical Geometry
twice(as instructor)
Graded several undergraduate and graduate mathematics courses including
combinatorial mathematics(U), Differential Geometry(G), Numerical
ODE/PDE(G),etc
PROJECTS
Statistical Analysis on Relationships between NEC and BT, spring 2006
University of North Carolina at Chapel Hill, Chapel Hill, NC
Statistically analyzed whether the risk of necrotizing entercolitis(NEC) is related
to prior blood transfusions among infants
A number of hypothesis testing performed on determining significant factors and
smoothing techniques used on getting estimations of probability density functions
A Numerical Approach to Belousov-Zhabotinsky Reaction, spring 2004
University of North Carolina at Chapel Hill, Chapel Hill, NC
Provided computational simulations of Belousov-Zhabotinsky reaction system
which exhibits oscillatory patterns
Numerical algorithms established for solving a set of differential equation system
Principle component analysis used for reducing complexity of computation
SKILLS
Quantitative Skills:
Statistics: ANOVA, ANCOVA, Censored data analysis, Copulas, GLM, GLMM,
Monte Carlo Simulation, Non-parametric methods(regression and density
estimation), Principle component analysis, Time series analysis, Statistical tests,
VaR analysis
Mathematics: Finite difference method, Numerical linear algebra methods,
Spectral method(FFT, etc)
Programming Skills:
Matlab, R/S-Plus, SAS, Mathematica, C, SQL/Sybase, Access, Excel, LaTex
CERTIFICATES
Actuarial Exam P, FM
AWARDS
3rd Prize, National Mathematics Competition for High School Students, China,
1996
Scholarship for Outstanding Students, University of Science and Technology of
China, 1997-2002
Full mark, GRE Mathematics Subject Test, 2000