Robert Fustero

571-***-**** adcgz4@r.postjobfree.com Github LinkedIn

Data scientist and machine learning engineer with a passion for expanding my knowledge. Experience in data acquisition and data modeling, statistical analysis, machine learning, deep learning, NLP, and DSP. With a background in electrical engineering and music theory. I like combining creative and practical analysis to solve problems. TECHNICAL SKILLS

Python, OOP, SQL, scikit-learn, NumPy, Pandas, TensorFlow, Fourier Analysis, Java, HTML, Data Visualization TECHNICAL PROJECTS

Gender Classification Algorithm Github

Gender classification algorithm based on crime data

● Developed a voting classifier with TensorFlow using a machine learning pipeline

● Imported outside data to improve the variables

Comparing different market regions profit margins Github Asking questions about the efficiency of the company and measuring the results with different statistical tests

● Evaluated the statistical significance of months on money made per item

● Investigated which items made more money off discounts Predicting housing markets with Time Series Analysis Github Seasonal Auto-Regressive Integrated Moving Average model to predict home values in the next 5 year

● Analyzed zip codes with the highest increase in housing price in the DMV area over the past 10 years

● SARIMA analysis was used to predict the best locations for investment Predicting housing price with Regression Github

Regression and feature engineering to predict housing prices

● Analyzed the strength of correlation between housing price and multiple variables

● Determined that zip code and the size of the home have the highest correlation with price Drum Classification Algorithm Github Website

TensorFlow Convolutional Neural Network to classify Drum Samples

● Try out your own drum samples on the website link!

● Developed website using Flask and HTML

Math Function describing Pythagorean Ratios with a linear function TedTalk Graph Produces a tuple of ratios that lists all the Pythagorean Ratios from the smallest numerator/denominator to the largest

● Solved The Fourier Series expansion for an exponential waveform

● Function quantifies the ‘chain of fifth’ method ascribed to an anonymous source in a book by Iacobus de Ispania in the 13th century

EMPLOYMENT HISTORY

Freelance Data Analyst, Sky Farm Interactive, Arlington, VA 2019 - Present

● Used statistical testing on different demographics to get insight from advertising data

● Graphed the various insights from the demographics with Matplotlib and Seaborn Canvasser, Amnesty International, Washington DC Summer 2016

● Advertised subscriptions on public populated areas in D.C. to raise funding for the various campaigns

● Communicated current events to build awareness and advocate for human rights and global injustice Sales Associate, Macy’s, Arlington, VA 2012 - 2014

● Greeted patrons, provided product knowledge, directed customers to fitting rooms and completed transactions

● Answered questions about products, prices, credit card terms, and provided exceptional customer service

● Maintained continuous visible presence to perform surveillance of guest and employees for theft (caught a thief for grand larceny)

EDUCATION

Flatiron School Immersive Data Science Bootcamp program Washington, D.C. 2019 George Mason University Course Work towards Bachelors of Science in Computer Engineering Fairfax, VA 2018 Northern Virginia Community College Associates of Science in Electrical Engineering Alexandria, VA 2018

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