Gallery

Streamlit Projects

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Streamlit Portfolio

Password Strength

Trivia Bot

Tableau Dashboards

Rental Trends

Flight Map

Fast Food Chains Overview

Highlights

• Energy Production in the U.S.

  Overview: Broad overview of U.S. energy consumption/production from 1946–2016 with trend extrapolations.

  Skills: Data exploration, visualization, regression.

• Kickstarter Outcome Prediction

  Overview: Factors predicting campaign success using feature engineering and ML models.

  Skills: Feature engineering, classification, ML models.

• Clustering News Publications

  Overview: Using NLP to differentiate publications via clustering and classifiers.

  Skills: NLP, clustering, machine learning.

• Airline Tweet Sentiment

  Overview: Analyzing airline perception using Twitter mentions and NLP models.

  Skills: API usage, NLP, classification.

Minor Projects

• Cancer Diagnostics

  Overview: Predict likelihood of cancer based on health factors.

• Statistical Testing w/ Social Surveys

  Overview: Choosing valid A/B tests across sample groups with ESS data.

• House Price Predictor

  Overview: Feature-driven price estimation.

• Analyzing Airbnb Listings in Seattle

  Overview: Market structure and host dynamics.

• Google Play Store Apps & Reviews

  Overview: App categories and user sentiment.

• Which Debts are Worth the Bank's Effort

  Overview: Prioritization heuristics for collections.

Tech Stack

• Business Intelligence - Salesforce, Tableau, PowerBI
• Communication - Slack, JIRA, Confluence
• Programming
• Git, unix, shell
• Python, PySpark, Javascript
• SQL (mysql, Snowflake, RDS), Splunk
• HTML, CSS
• Data science toolkit
  • Automation - Airflow,Databricks
  • Data manipulation - numpy, pandas,
  • Visualization - matplotlib, seaborn, plotly
  • Statistics - scipy
  • Machine learning - scikit-learn, *tensorflow, *keras
  • Web scraping - beautiful soup, scrapy, selenium, REST APIs
  • Natural language processing - re, nltk, spacy
• Machine learning models
• Regression - linear regression
• Classification - Logistic Regression, Random forest, Gradient Boosting
• Clustering - KNN
• GIS - ArcGIS, QGIS, Openstreetmap
• Artificial Intelligence (AI) Tools
• Chat applications - Cursor, Github Copilot, OpenAI API, Gemini
• Art - Stable Diffusion, Dall-e mini, Midjourney

Education

• B.A. in Geography (GIS) at University of Washington, Seattle, 2016
• Data Science Course at Thinkful, Remote, 2018
• Misc
• Tableau Desktop 1 / 2
• AWS

Certifications

• Google Analytics
• Google Cyber Security