Experience

AFSCME

• United States
• Political Organizations
• 700 & Above Employee

• Field Data Coordinator

  • Jun 2023 - Present



America Votes

• United States
• Political Organizations
• 1 - 100 Employee

• Data Manager

  • Jul 2022 - Jan 2023

  - Built interactive Tableau and Google Sheets dashboards that tracked early voting tends, campaign finances, and coalition-wide voter outreach program progress - Engineered automated data pipelines from Amazon Redshift schemas, DOE reports, and statewide voter files to supply the latest data to dashboards and reports - Built a dynamic, Python based, web-scraping program that gathered real-time vote counts from 67 county SOE websites to support impromptu election day analysis and decisions - Served over 60 coalition partners in the training of staff members on the use of voter file data and VAN in order to strengthen individual and coalition capacity, program efficiency, and statewide campaign goals Show less



Bluebonnet Data

• United States
• Political Organizations
• 1 - 100 Employee

• Political Data Fellow

  • Mar 2022 - Jul 2022

  - Served as a political data analyst for the Bee Nguyen campaign for Secretary of State of Georgia in the 2022 cycle. - Identified over 1,000 likely donors through cleaning and cross referencing public campaign donation records - Designed a clear GoogleSheets document to host data gathered regarding ongoing / election day voting - Provided real-time insights to inform spontaneous campaign decisions by automating data collection processes - Promoted deeper understandings of election data by generating elegant interactive visualizations Show less



Flatiron School

• United States
• Higher Education
• 500 - 600 Employee

• Data Science Projects

  • Apr 2021 - Sep 2021

  PREDICTING US EVICTION RATES Generated a regression model to predict the eviction rate of a census tract based on socioeconomic demographics - Explored census tract data from 35k census tracts collected from Princeton’s Eviction Lab and Census.gov - Conducted statistical analysis to gain an understanding of how eviction rates vary amongst different races - Utilized IsolationForest and feature elimination techniques to optimize model performance TANZANIA WELL CLASSIFICATION (DRIVENDATA COMPETITION) Created a classification model to determine the functional status of a given water well in Tanzania - Evaluated 47k Tanzanian wells and their characteristics - Adjusted class imbalances using SMOTE and tuning sample weight hyperparameters - Generated predictions using Logistic Regression, DecisionTree, SVM, and XGBoost - Created geospatially accurate visualizations using Cartopy library MOVIELENS RECOMMENDATION SYSTEM Constructed a versatile movie recommendation system that can recommend movies for both existing and new users - Built a comprehensive function that augments an existing dataset with user-input movie ratings - Addressed ‘cold-start’ problem through prompting user-input regarding preferred and nonpreferred genres - Recursively trained a collaborative filtering model to account for newly added data from user input Show less



AmeriCorps VISTA

• United States
• Government Administration
• 700 & Above Employee

• Health Coordinator

  • Feb 2020 - Feb 2021

  Served as an Americorps VISTA for the Sacramento Promise Zone, a federally designated placed based initiative dedicated to strengthening Sacramento's underserved neighborhoods through fostering collaboration for a more collective impact. --------------------------------------------------------------------------------------------- - Conducted community outreach to identify collaborative opportunities across federal, community-based, and private business partners - Wrote monthly newsletter which shared event blogs, grant opportunities, and community resources with over 1,000 recipients - Aided HUD in planning, organizing, and hosting nation wide federal grant writing workshops - Trained 3 Americorps VISTAs through shadowing and reverse shadowing techniques Show less



Apple

• United States
• Computers and Electronics Manufacturing
• 700 & Above Employee

• Specialist

  • Sep 2019 - Jan 2020

  - Collaborated with 110 employees including managers, technicians, operation specialists, and business teams - Identified and connected business owners facing technical issues with Apple business teams - Performed technical troubleshooting for phones, laptops, desktops, and various accessories - Collaborated with 110 employees including managers, technicians, operation specialists, and business teams - Identified and connected business owners facing technical issues with Apple business teams - Performed technical troubleshooting for phones, laptops, desktops, and various accessories



Environment America

• United States
• Political Organizations
• 1 - 100 Employee

• Field Manager

  • May 2019 - Aug 2019

  Federation of state-based environmental advocacy researching and advocating for environmental policies through lobbying, litigation, and mobilizing public support. --------------------------------------------------------------------------------------------- - Raised over $16,000 (~$286/day) through door-to-door canvassing - Managed a team of seven canvassers, handling all matters of travel logistics, fundraising, and safety - Organized meetings with Virginia State legislators to discuss support of ongoing campaigns Show less