
deniz yigit
data science and analytics manager
About
* Graduate of Masters in Economics at Pennsylvania State University * Experience in Time Series Models, Panel Data Analysis, Neural Network, Logistic Regression, Research, Econometrics, Statistics, Forecasting * Expertise in Python, SAS, SQL, STATA, MATLAB. * Qualified for Financial Risk Management certificate (FRM-GARP) .
turkey
i̇stanbul
banking
matlab, econometrics, statistics, microsoft excel, financial analysis, economics, r, data analysis, research, sql, stata, financial econometrics, finance, financial risk, python, market research, risk analysis, statistical modeling, microsoft office, latex, sas, analysis, time series analysis, optimization, tableau
Experience

data science and analytics manager
getir

customer analytics
akbank

analyst intern
nanogriptech, inc
* Conducted detailed analysis of the expansion opportunities with the gecko-inspired adhesive product’s current phase. * Prepared and gave pitch deck presentations to the venture capitalists and other potential investors. * Modified the cost model to accommodate the updates to the product to meet the customers’ needs.

sme credit risk analytics specialist
ing bank turkey
* Calibration of Application and Behavioral Scorecards for customers with or without financial information * Single Factor Analysis and Optimization of Policy Rules in lending micro and medium sized companies * Adhoc analysis

information business analytics assistant vice president
barclays

research assistant
bogazici university
* Built a micro-level model to explain the choice behavior of the risk neutral bidders when there are two simultaneous auctions, one with common value and one with private value. * Ran Monte Carlo simulations with many bidders to measure the value of the two auctions simultaneously according to a bivariate normal distribution. * Compared the price posting mechanism with perfect price discrimination with the auction mechanism and found that the two mechanisms generate similar revenues.

research assistant
penn state university
* Projects: I) Regression Analysis of Impact of Toy Recalls on Exports from China * Designed a difference-in-difference regression model to find the average treatment effect of a product recall event in 2007 on the export levels from China to the US and other affected countries. * Applied panel data analysis with fixed effects to detrended data to observe the real impact on the export values of the recalled products. * Identified a reduction in the export levels of the products recalled due to lead paint from China to the affected countries over and above the direct impact of the recall event. II) Liquidity Shocks and Equity Prices * Calibrated a stochastic growth model to evaluate the hypothesis that liquidity shocks cause business cycles numerically. * Implemented linear programming using parameters from the US data to solve the model. * Recommended a growth model that accommodates the investment quality drop in the analysis.
Education
boğaziçi university
economics
Coursework: Panel Data Analysis, Time Series Analysis, Estimation, Market Research and Forecasting, Public Finance, Auction Theory, Advanced Game Theory
boğaziçi university
mathematics
Coursework: Real Analysis, Numerical Methods, Programming in C, Statistics, Probability Theory, Vector Calculus, Differential Equations, Marketing
penn state university
economics
Coursework: Econometrics, Applied Computational Economics and Finance, Optimization Theory, Macroeconomic Theory, Asset Pricing, International Trade, Industrial Organization, Monetary Policy
deniz yigit's Contact Information
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