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Data Scientist

Location:
San Diego, California, United States
Posted:
February 28, 2019

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Resume:

ARCHANA VAIDYANATHAN

**** ********* **** *** # ** San Diego, CA - 92115

+1-503-***-**** ac8m0f@r.postjobfree.com www.linkedin.com/in/archana-v EDUCATION:

Master of Science in Statistics, San Diego State University Aug 2017-Present Machine Learning, Data Analysis Methods, Data Science, Statistical Consulting, Statistical Computing, Survival Analysis, Deep Learning Application of Regression Analysis, Advanced Mathematical Statistics. Bachelor of Science in Statistics, University of Madras, India Jun 2012-May 2015 Descriptive Statistics, Mathematics for statistics, Probability and Random variables, Theory of Estimation, Theory of Hypothesis, Operation research, Sampling theory, Design of Experiments, Applied statistics, Stochastic process, Finance account and taxation. Student Member, Institute and Faculty of Actuaries, UK Jul 2013-Present Probability and Mathematical Statistics, Financial Mathematics. WORK EXPERIENCE:

Research Assistant, SDSURF. Sep 2018- Present

• Working on a research project with Bill & Melinda Gates Foundation in developing R script for a predictive model in safe sanitation from waste water treatment using Statistical and Machine learning methods.

• Building an algorithm for evidence based water and sanitation safety plan app with Global Water Pathogen Project.

• Building a machine learning model to provide actionable recommendation for pathogen removal in water treatment. Data Analyst Intern, ASML. Jun 2018-Aug 2018

● Developed an algorithm for laser event monitoring system using dynamic threshold for each laser model, event and error type which can indicate an emerging real time trend.

● Developed a dashboard using Spotfire for data visualization.

● Implemented an automated alerting system using Spotfire alerting techniques by fetching data from multiple databases. Statistical Consultant, San Diego State University. Mar 2018-April 2018

● Sampled a data set of 1 million using sampling techniques.

● Model Building using R.

● Data Analysis for Identifying potential predictors and barriers to student success. Research Assistant, San Diego State University. Jan 2018-Mar 2018

● Worked on a research project that deals with interpreting the Ukraine economic status based on a sample size of 1500 using SPSS & R.

● Data Visualisation using R.

Data Analyst, ZOHO Corporation Pvt Ltd, Chennai, India. Jun 2015-Jul 2017 Data Analysis:

● Insightful analysis on market trends with the help of sampling theory, design of experiment, estimation and predictive analysis helped Active Directory Self Service Password Reset tool achieve a growth of 100% 1 million dollar in revenue and 25% growth in leads.

● A/B testing and ROI.

● Conducted data analysis to make business recommendations and further business growth. Market Research:

● Analyzed the current trend of customer needs in an Active Directory framework and implemented enhancement in the product feature and measured UX, customer engagement, planning and analyzing AB experiments.

● Categorization of the Market into different segments for B2C B2B marketing. Digital Marketing:

● Lead generation through online marketing through different Search Engines using SEO and SEM.

● Third party marketing.

ALGORITHMS:

Linear Regression Model, Linear Mixed Models, Non-Linear Models, Generalized Linear Model, Survival Model, Logistic Regression Model, LASSO, Bagging and Bootstrap, Monte Carlo Methods, Bayesian Analysis, Random Forest, Decision Tree, Neural Network, Time series Analysis.

PROGRAMING LANGUAGE:

R Language, SQL, SAS, Python, Julia.

TOOLS:

SPSS, Spotfire, Tableau, MS Office, Latex, Google Analytics, Google Adwords, Bing ads, Marketo, ZOHO CRM, Facebook, LinkedIn ads.



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