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Data Engineer
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Assessing your cultural and operational fit
Ratio PBC
Data Scientist
June 26, 2026 – Present
git-novice-speedrun
March 8, 2025 – Present
Combines the SWC git novice lesson, Incubator git branches lesson, and LC GitHub lesson for a 90 min lesson introducing learners to working with git, GitHub, branches, and PRs
View Projectds-bcc-tree-canopy
January 30, 2025 – May 4, 2025
DS 539 Boston City Councilor Weber Boston Tree Canopy
View Projectdbt-public-sector-resources
October 10, 2023 – October 25, 2023
A collection of resources around developing dbt projects in the public sector, open for contributions
View ProjectSQL_for_Data_Scientists_Exercises
December 1, 2021 – March 6, 2022
SQL_for_Data_Scientists_Exercises — GitHub repository
View Projectpython-interactive-data-visualizations
July 27, 2021 – Present
Creating Interactive Data Visualizations with Python
View Projecttidy-pandas-cookbook
March 2, 2020 – May 23, 2020
Recipes to tidy up your data using the pandas library
View Projectinternational-relations-database-extended
September 26, 2019 – June 1, 2020
Project for IS590OM (Open Data Mashups, MSLIS coursework at UIUC). Combines datasets relevant for research in peace/conflict and international development: Correlates of War, UCDP/PRIO Armed Conflict, Polity IV, and World Bank World Development Indicators. Uses an edited form of the countrycode package's dataframe codelist_panel.
View Projectinternational-relations-database
November 15, 2018 – March 2, 2020
Final project for IS490DB and IS452 (UIUC iSchool, MSLIS coursework). Contains SQL scripts for creating a database for the Correlates of War project, as well as Python scripts for transforming .csv files from the Correlates of War project into tables ready to be inserted into the database. Final database can be found in the DatabaseCreation folder.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic, showing initiative and a learning mindset. However, the lack of diverse team projects or contributions to larger open-source initiatives makes it difficult to fully assess cultural fit beyond individual drive. The current role as 'Data Scientist' at Ratio PBC is a strong alignment with the target role, but without details on responsibilities or team interaction, the depth of this fit is unclear.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed assessment.