Skills

Coding Skills -

  • Languages: Python2/3, Bash, R
  • Tools: MySQL, MongoDB, PySpark, Git/Github,
  • Python Packages
    • Analysis - NumPy, SciPy, Pandas, GeoPandas, nltk, scikit-learn, PyMC3, Theano, KERAS/TensarFlow, PyTorch
    • Data - BeautifulSoup, SQLAlchemy,
    • Visualization - matplotlib, seaborn, plotly, ggplot2, Tableau

Technical Skills - Data Science, Big Data, Machine Learning, Network Science, Deep Learning, Exploratory Data Analysis, Topological Data Analysis, Sentiment Analysis, Natural Language Processing, Statistics (parametric, non-parametric, bayesian)

Publications

. Quantifying societal emotional resilience to natural disasters from geo-located social media content. PLOS ONE, 2022.

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. Declining well-being during the COVID-19 pandemic reveals US social inequities. PLOS ONE, 2021.

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. Individuals with depression express more distorted thinking on social media. Nature Human Behavior, 2021.

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. Social Media Insights Into US Mental Health During the COVID-19 Pandemic: Longitudinal Analysis of Twitter Data. Journal of Medical Internet Research, 2020.

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. Depression alters the circadian pattern of online activity. Scientific Reports, 2020.

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. Error-correcting decoders for communities in networks. Applied Network Science, 2019.

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. How Stable Is Democracy? Suggestions from Artificial Social Networks. Journal On Policy and Complex Systems, 2018.

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. An Agent-Based Model of Posting Behavior During Times of Societal Unrest. In SBP-BRiMS 2017, 2017.

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. Instrumenting Simple Risk Communication to Enable Online Self-Protection. FTC, 2016.

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. Usage-Based Approaches to Language Acquisition and Processing: Cognitive and Corpus Investigations of Construction Grammar. In The Language Learning Monograph Series, 2016.

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