Data Assistant

MARIAM GERMANYAN

adb25j@r.postjobfree.com Cell: 323-***-**** 820 N. Hendricks St., Montebello, CA 90640 Profile

Intended Data Scientist with a strong math background and experience in data, machine learning, and statistics. Passionate about using data to discover new information that will be beneficial to the world. Seeking to apply my learnings to real projects. Skills

Education

University of California, Berkeley Berkeley, CA Class of 2020 Bachelor of Arts in Data Science, Domain Emphasis in Cognition Experience

Projects

• Bay Area Employment Dynamics - Using resume data to question if obtaining a degree from UC Berkeley leads to better out- comes in the long run. Using propensity score matching on data to observe the differences between a Berkeley graduate and non Berkeley graduate and analyzing the number of promotions each candidate achieves.

• WAHVE - Analyzing 8 years of data to learn what makes an employee a good candidate for remote working to ease their transition into retirement. Used feature engineering to make a model to predict if the candidate will qualify for remote working.

• 911 Report Call Times and Priority - Personal Project: Does the time of the emergency call correlate to a specific level of priori- ty; specifically, do callTimes that occur in the evening have higher priority than callTimes in the morning or the evening.

• Trump, Twitter, Text - Worked with the Twitter API in order to analyze Donald Trump's tweets. Found the amount of retweets for specific words Trump mentions in his tweets and plotting distributions for the tweet sentiments. To conclude, tweets with positive sentiments were known to be written by the cabinet and tweets with negative sentiments were posted from Trump. Relative Courses

Natural Language Processing, Data, Inference, and Decisions, Introduction to Databases, Artificial Intelligence, Principles & Tech- niques of Data Science, Probability for Data Science, Discrete Mathematics and Probability Theory, Foundations of Data Science, Data Structures, Linear Algebra, Computational Models of Cognition, Applied Data Science with Venture Applications Technical

• Java

• Python

• SQL

• Exploration Data Analysis

• Machine Learning

• Natural Language Processing

• Analytical Intuition

Non-technical

• Intellectual curiosity

• Communicative

• Goal-oriented

• Team-worker

• Problem-solving

• Openness

Data Science Intern

East Bay Community Energy

01/2020 - Present

Investigate patterns for EBCE customers with energy disconnections in disadvantaged communities, and calculate a disconnection propensity scores for all customers. Allows EBCE to evaluate its programs designed to reduce energy disconnections for social good. Data Science Researcher

Women in Tech Initiative

01/2020 - Present

Analyze percentages and changes over time in the participation of women in tech fields at UC Berkeley, including students and professors.

Data-X Mentorship

AI4Good Foundation

01/2019 - 05/2019

Worked with CEO of AI4Good in researching Employment Dynamics of the Bay Area based on resume data pulled from online resume sites. Discovery Research Project

WAHVE Data Scientist

01/2019 - 05/2019

Analyze employment records to expose trends in remote work, aging, and disability. Main objective is explore if giving pre-retiring vintage professionals who are highly skilled workers the opportunity to work remotely while still satisfying company needs an option. UC Berkeley Division of Data Sciences

Connector Assistant

01/2019 - 05/2019

Teacher Assistant position in the connector course Data Science and the Mind. Conduct office hours for students, help in lab and discussion, and give feedback to the instructor on the course.

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