Candidates About

Debu Dey

SUMMARY

·         Senior Data Scientist with over seven years of professional experience.

·         Experienced working with R and Python.

·         Expertise in machine learning algorithms.

·         Experienced in Azure ML studio

·         Familiarity in Hadoop & Spark Ecosystem

·         Excellent communication skills.

·         Local to the role and has no issues with the commute.

·         Dual Masters Degrees in Economics from the University of Texas at Dallas and University of Mumbai.

SKILLS

·         Programming: R programming, Python, SAS, STATA, Octave, Core JAVA, SQL, UNIX, Git/Github.

·         Data Visualization & Reporting: R (ggplot &dplyr), Python (matplotlib, seaborn), Tableau, Power BI, R Markdown, Jupyter Notebook.

EXPERIENCE

KPMG GSC, Montvale, NJ                                                                           Apr 2014 - Present

Data Scientist

·         Work with KPMG Audit D&A team and manage major D&A projects from building predictive models to deploying them in production.

·         Deploy successfully major D&A project, which assess inherent risk in G/L Account balances.

·         The tool runs multivariate regression and time series analysis to assess the risk of misstatement.

·         Perform Monte Carlo simulation to validate the predictive models.

·         Work on scoring predictive models and performed inferential & hypothesis testing.

·         Work on time series, classification & unsupervised algorithms (VAR, K-means clustering algorithm, Logistic regression, Decision Trees, Random Forest) in R & Python for other Data Science projects.

·         Present POCs to Senior Management.

·         Work on critical POC to run R source codes for all major D&A track within SQL Server and storing all results in SQL table.

·         Work on deploying machine learning algorithms (Regression/Clustering/Classification algorithms) in Azure cloud ML studio platform.

·         Perform data visualization and exploratory data analysis in R and Python.

Ameripath/Quest Diagnostics, Dallas, TX                                                     Jun 2012 - Feb 2014

Business & Implementation Analyst

·         Worked on installation of EMR interface between the lab and the client (Physician/Hospital Office).

·         Worked with EMR vendor and client to gather requirements and with dev team to establish connectivity

·         Prepared business requirement document and functional specifications based on requirements

·         Post deployment, checked the interface

Capital One, Richmond, VA                                                                          Aug 2011 – May 2012

Data Analyst

·         Worked on Basel II implementation.

·         Critically evaluated risk modeling methodologies for the estimation of capital for Commercial segment and documenting the process flow 

·         Calculated and validated risk metrics (PD, LGD, EAD) for relevant portfolio in a manner compliant with regulatory Basel II requirements

·         Applied regression analysis, logistic regression, survival analysis to develop statistical framework using SAS and validated the results

The Economic Times, Mumbai, India                                                                        Apr 2007 - Jul 2008

Copy Writer

·         Edited and embellished stories for market and finance page

·         Reviewed important stories in close collaboration with resident editor and prepared market reports and charts

·         Developed graphical report and summary statistics for financial market, money and debt market and

international related business activities

EDUCATION

MS (Economics)                                                                                              2011                           

University of Texas at Dallas

MA (Economics)                                                                                             2007                           

University of Mumbai

BA (Economics)                                                                                              2005                           

Elphinstone College, University of Mumbai