Portrait of Getulio Cesar De Leon Fernandez

Getulio Cesar De Leon Fernandez

Economist | Data & Analytics | Python, SQL, R, Power BI | Big Data MSc Candidate

I'm an economist in the National Accounts department of the Central Bank of the Dominican Republic, where I help compile GDP under the SNA 2008 framework - reconciling supply and use tables built from the financial statements of thousands of firms and government institutions. Most of that work used to mean six analysts fighting over the same shared spreadsheets. I don't like that kind of bottleneck, so I build the tools that remove it.

That instinct is what led me to a Python application (pandas + xlwings) that now orchestrates the compilation of national accounts by economic activity, freeing roughly four hours of team time a day; a data pipeline that consolidated scattered files into a single table of over 1.3 million records, with a validation script that caught 7,000 year-over-year catalog changes an audit would otherwise have missed; and a disaggregated Supply and Use Table of more than 480 columns with its own optimization algorithm for balancing supply against use.

I'm currently completing a Master's in Big Data Analysis and Visualization (UNIR), and I use personal projects to go deeper into the parts of the stack my day job doesn't require yet - self-hosted infrastructure, LLM-driven automation, dashboards built from public data. The projects below are representative examples, all built with synthetic or public data.

Projects

Actual vs predicted scatter plot from a regression model comparison

Big Data MSc Portfolio

Coursework from my Master's in Big Data Analysis and Visualization: MongoDB and Neo4j pipelines, supervised ML (scikit-learn, Keras), inferential statistics, and a Spark/HDFS/Kafka streaming exercise. Each assignment folder has its own bilingual README with results and visualizations.

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Personal finance dashboard with category breakdown and daily spend chart

Gmail-to-Firefly III Finance Pipeline

An end-to-end pipeline that turns bank notification emails into a categorized, self-hosted budget: keyword rules plus Claude for the ambiguous cases, Apple Pay merchant matching, an HTML dashboard, and a sync into a self-hosted Firefly III instance. Includes a demo mode that runs on synthetic data with zero credentials.

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Institutional payroll dashboard with headcount, salary distribution, and gender gap KPIs

Public Sector Payroll Analysis - Dominican Republic

A pipeline and Streamlit dashboard for analyzing public-sector payroll data, built from monthly transparency-portal PDFs. Extracts, cleans, and normalizes nearly two decades of records to compare compensation structure and career trajectories across institutions, departments, and roles.

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Obsidian RAG Brain

RAG and maintenance scripts for a personal knowledge vault: hybrid search, incremental embeddings, and a guardrailed nightly consolidation job that maintains links and graph structure without silently rewriting notes.

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Claude Code Skills

Eleven Claude Code skills for research, writing, and personal knowledge management: multi-source deep research, STORM-method cited reports, book-to-skill conversion, and more.

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