Austin, TX *****
LinkedIn GitHub Portfolio
ada5ed@r.postjobfree.com
YARED SHEWARADE
OBJECTIVE
A data analyst position in a growing industry with growth opportunities in which I can put my education and talents to work
PROFESSIONAL SUMMARY
Multidisciplinary Data Analyst with 5 years’ experience in research, ETL, AWS, data processing, database administration, data analytics and visualization. Passionate and highly skilled in performing complex data analysis, data mining, predictive modeling, design and development of data warehouses. Excellent at solving complex problems and able to work under pressure
EDUCATION
DATA ANALYTICS AND VISUALIZATION CERTIFICATE
The University of Texas at Austin, Austin, TX May 2019
MASTER OF SCIENCE (MS) IN RESEARCH IN NUTRITION
The Hebrew University of Jerusalem, Jerusalem, Israel September 2016
BACHELOR OF SCIENCE IN PHARMACY
Jimma University, Jimma, Ethiopia October 2013
EXPERIENCE
BLUECROSS BLUESHIELD February 2017 – Present
Data Engineer
Created and maintained a large health care service database
Cleaned, managed and integrated data from different sources using Informatica PowerCenter for ETL
Wrote complex queries for aggregation, managing and analyzing data
Performed data mining, data modeling, and data provisioning for large data sets on AWS
Analyzed and modified data using Excel, Python, Pandas, Matplotlib, SPSS and STATA
Designed and created interactive data visualization dashboards
TUFTS UNIVERSITY – USAID/ENGINE RESEARCH PROJECT April 2012 – December 2016
Data Engineer
Created and maintained a large air pollution and health records database
Cleaned, managed and integrated data from different sources using Informatica PowerCenter for ETL
Analyzed and modified data using Excel, Python, Pandas, Matplotlib, SPSS and STATA
Designed and created interactive data visualization dashboards
ROJECTS
Data Analytics and Visualization Certificate Program (UT Austin)
Impact of News on Stock Prices
Role: Scrape the data, create database, and plot on Matplotlib and Pandas
Technologies: API, Vader Sentiment Analysis, Python, SQL, MySQL, Matplotlib, Pandas
Scraped news data from New York Times, Wall Street Journal, CNN and Alpha Vantage
Quantified sentiment by leveraging Vader Sentiment analysis
Created visualization plots for stock prices and volumes against Vader Scores
Where to work
Role: Create SQL database, Scrape data, Analyzing and Plotting data on Tableau, D3.js
Technologies: Python, SQL, MySQL, Beautiful Soup, Pandas, HTML, CSS, Bootstrap, JavaScript, Tableau
Scraped 8100 job descriptions from Glassdoor for 10 major cities
Created a database of job descriptions on MongoDB
Designed and created word frequency cloud for most required skills
Created data visualization plots
Rent Predictor
Role: Create SQL database, Machine training, Scrape data, Data analysis and visualization
Technologies: Machine Learning, (Linear Regression, Polynomial Regression, Random Forest, Neural Network, K-Nearest Neighbor), Python, SQL, MySQL, Beautiful Soup, Pandas, HTML, CSS, Bootstrap, JavaScript, Tableau, Flask, Matplotlib, NumPy, Jupiter notebook, Heroku
Collected data on 6000 properties from CoStar
Cleaned and loaded 98% of the data
Created SQL database on MySQL
Trained machine using Linear Regression and Random Forest
Analyzed and plotted data using Python, Tableau, D3.js, Plotly, Leaflet.js
TECHNICAL SKILLS
Database Management: SQL, NoSQL, MySQL Server, SQL Server, MongoDB, and PostgreSQL
Data Integration: ETL, Informatica PowerCenter
Cloud Platform: GCP and AWS (Amazon Web Service) including EC2, Lambda, EBS, S3, Snowball, CloudFront, RDS, DynamoDB, Redshift, VPC, CloudWatch, IAM, KMS, Code Pipeline, etc.
Language and Statistical Tools: Python, R, Hadoop, SPSS, STATA, Tableau, Apache Spark, Machine Learning.
Big Data Management: Data Mining, Data Entry, Data Cleaning, Data Quality and Validation.
Statistical Analysis: Descriptive Statistics, ANOVA, Regression, Time Series, Mixed Model, Bayesian Methods, Clustering, Student t-test, Experimental Design.
Database Visualization: Rest API, Flask, Plotly, D3.js, Leaflet.js, Tableau
Other Tools: Microsoft Word, Excel, Access, HTML, CSS, Bootstrap, JavaScript
PROFESSIONAL DEVELOPMENT
AWS architecture certification program
Informatica training program for ETL
Data Management, Analysis and Graphics using STATA, Kenya
SQL for Data Science by University of California, Davis
Data Scientist’s Toolbox by Johns Hopkins University
REFERENCES
To be provided upon request