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Copyright © 2012 Capgemini. All rights reserved. ‹#›Data Science & Analytics | Capgemini I&D
Ambica Roy– Data Science & Analytics
Selected Relevant Professional Experience
Carried out analysis on for a retail firm on daily
data for smoking coupon redemptions and
determined top 10 cities having maximum
redemption. Determined how weather data
impacts the redemption rate in these cities.
Data wrangling using SAS- Correcting the data
formats, identifying and removing duplicate &
blank values, identifying and correcting data
errors.
Exploratory analysis for a manufacturing
company: Carried out exploratory analysis in
SAS and R, on failure data, to identify
equipment’s with maximum failure time, with
respect to time of the day and time to repair.
Used R to carry out time series forecasting of
power units consumed for a manufacturing
company with knowledge of 3 years power data.
Used text mining techniques in R to identify
words with certain frequencies in order to
categorize the problem description in various
buckets
Created a user friendly R-Shiny dashboard for
optimizing an energy consumption plant’s usage.
Name : Ambica Roy
Level : Associate Consultant
Practice : Data Science & Analytics
Location : Bangalore
Profile Summary
An aspiring Data Scientist with approx. More than one
year of work experience in Data Analysis in SAS & R
and in depth knowledge of statistical and
econometrics concepts like Logistic Regression, Linear
Regression, Panel Data, Time Series etc. who is eager
to generate insights and convert them into actionable
suggestions for the business.
Qualifications
MSc. Economics(Actuarial economics) from Madras
School of Economics
B.A. Economics from Delhi University
Competencies
Statistical Analysis
Customer Analytics
Business Consulting
Business Communications
Analytics Software
SAS Analytical tools
R,R-Shiny
Tableau
SQL
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