arantza Aviles
@arantzaaviles
I turn complex socio-economic data into predictive models, dashboards, and actionable strategic insights.
MexicoWhat I'm looking for
I've extracted, cleaned, and structured complex socio-economic microdata from INEGI and ENDUTIH, using Python and PostgreSQL to make raw datasets ready for analysis.
For my quantitative data analysis and visualization project, I developed machine learning models and regression analyses in Google Colab to evaluate demographic and technology-adoption patterns. I also built interactive Power BI and Flourish dashboards that communicate complex findings to stakeholders.
At FES Acatlán–UNAM, I maintain administrative databases, automate preprocessing and quality checks, and support coordination across large-scale academic programs. My background in Sociology, Systems Engineering coursework, and Data Science connects quantitative research with practical data workflows.
Experience
Work history, roles, and key accomplishments
Administrative and Communication Assistant
FES Acatlán - UNAM
Jan 2025 - Dec 2025 (11 months)
Cleaned, structured, and maintained administrative databases using Python and PostgreSQL in VS Code and Anaconda environments to improve data accuracy. Streamlined event planning logistics and cross-departmental communications, coordinating schedules for large-scale academic programs.
Personal Assistant
Thanatology Practice
Jan 2023 - Dec 2025 (2 years 11 months)
Managed operational logistics, scheduling, and confidential database records with high attention to detail. Structured workflow tracking processes to optimize daily appointments and resolve scheduling bottlenecks.
Education
Degrees, certifications, and relevant coursework
Universidad Nacional Autónoma de México
Diploma, Data Science
Pursuing a Diploma in Data Science applied to Social Sciences, with coursework in Machine Learning, AI applications, and advanced data analytics.
Universidad La Salle
Undergraduate Coursework, Systems Engineering
2025 - 2025
Undergraduate coursework in Systems Engineering, covering data structures, programming fundamentals, and database design.
Universidad Nacional Autónoma de México
Bachelor's Degree, Sociology
2020 - 2025
Bachelor's degree in Sociology with a focus on quantitative research methods and applied statistics.
Royal Hospital School
Exchange Program, English Language
2015 - 2015
International academic exchange and advanced English immersion program focused on academic writing and cross-cultural communication.
Tech stack
Software and tools used professionally
Availability
Location
MexicoAuthorized to work in
Portfolio
github.com/arantza-avilesJob categories
Skills
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