VEENA CHINTALA

EDUCATION

PROJECTS

WORK EXPERIENCE

github.com/veenapriya

linkedin.com/in/veena-chintala

Master’s / ITM in Business Data Analytics, GPA 3.92, (2019) Golden Gate University, San Francisco, CA

Bachelor’s / Electronics and Communication Engineering, (2009) Visvesvaraya Technological University, Bangalore, India Instacart Market Basket Analysis

Machine Learning Classifiers (XGBoost, Random Forest, AdaBoost, Python, Pandas)

• Implemented a classifier to predict which of the previously purchased products will the customer buy again. Tuned the hyperparameter to obtain high accuracy of 95%. Financial Analysis: US Banks

Analysis & Visualization (Python, Pandas, Plotly, NumPy)

• Analyzed bank stocks to see how they have progressed throughout the financial crisis

(2008) all the way to early 2019. For the analysis, I used data from yahoo finance. Retail Store Expansion Analysis

Machine Learning Clustering (K- Means, K-Medians, Neural Gas, Alteryx, Tableau)

• Clustering technique was used to segment the data and identify which countries have similar economic, demographic, education and environment to United States.

• Provided recommendations for new retail store locations (International expansion).

• Tableau was used to create visualizations.

Employee Commute Analysis

Machine Learning Classifiers (Random Forest, Boosted, Decision Tree, Alteryx)

• Used classification model to predict the mode of transportation an employee will use.

• High accuracy of 95% and F1 score of 93% was achieved using random forest classifier. MACHINE LEARNING ALGORITHMS

Linear Regression, Logistic

Regression, Decision Tree,

Random Forest, Naïve Bayes

Classifier, SVM

TECHNOLOGIES

RELEVANT COURSES

R, Python (Pandas, NumPy,

Sci-Kit Learn, Matplotlib,

Seaborn, Plotly), C#, SQL Server,

PostgreSQL, RDBMS, C++

DATA ANALYTICS TOOLS

Tableau, Alteryx, MicroStrategy,

Power BI, Microsoft Excel

STATISTICAL KNOWLEDGE

Exploratory Data Analysis,

Hypothesis Testing, Regression

Analysis, Time Series and

Forecasting Analysis, Data

Modeling

• Tools for Business Analytics

• Web and Social Analytics

• Business Intelligence

• Predictive Analytics

CERTIFICATIONS

• Data Analyst Nanodegree -

Udacity

• Predictive Analytics for Business

Nanodegree - Udacity

• Data Camp Certified in R

• Data Camp Certified in Python

• Microsoft Certified in ASP. NET

Experience Associate Lead - Software (2015)

Schneider Electric - R&D, Bangalore, India Windows * C# * WPF * MVVM * SQL Server

• Developed an application (Imagine project) that allows user to monitor the machinery.

• Led an agile scrum team to develop unit test cases. Senior Software Engineer (2013 - 2015)

IGATE Global Solutions India Pvt Ltd, India Windows * C# * WPF * MVVM * SQL Server

• Created an application to capture patients'electronic medical records, and schedule timely appointment with the primary care directly. Software Developer (2012 - 2013)

CCH Pro Systems India Pvt Ltd - R&D, India Windows * C# * WPF * MVVM * SQL

• Developed an application to file tax returns as an individual or an organization. ac97v1@r.postjobfree.com

716-***-****

San Francisco Bay Area,

California

GitHub link

GitHub link

GitHub link

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