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Ricardo Urdaneta

Data Analyst

Santiago, ChileSantiago, Chile

Data Analyst focused on transforming datasets into actionable operational insights. Skilled in Python, SQL, Excel and Power BI/Tableau for data wrangling, automated reporting, and interactive dashboard development.

Ricardo Urdaneta

Publicaciones

Building a RAG Assistant to explore my technical Portfolio

Fine-tuning an open-source 7b parameter LLM on local hardware

Data Synthesizer: How I built a tabular data generator

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Projects

Adidas US Sales Performance Analysis
Adidas US Sales Performance Analysis
Business intelligence project focused on analyzing Adidas' commercial performance in the US (2020-2021), evaluating the relationship between revenue growth, operating margin, and profitability leaks. Through an interactive dashboard developed with Google BigQuery and Looker Studio, key commercial drivers, regions, and customer segments explaining the margin gap are identified, translating findings into actionable insights for strategic decision-making.
BigQuery & Looker
Interactive Map of Diffuse Source Emissions in Chile (2019-2023)
Interactive Map of Diffuse Source Emissions in Chile (2019-2023)
Geospatial analysis project focused on the visualization of pollutant emissions from diffuse sources (agricultural burning and residential wood combustion) across Chile. It utilizes Python-based data processing and interactive cartography to map emission density at the communal level, enabling the identification of environmental hotspots and supporting air quality monitoring between 2019 and 2023.
Burnout Analysis in the Tech Industry (Power BI)
Burnout Analysis in the Tech Industry (Power BI)
Data analysis project covering everything from data cleaning and modeling of over 22,000 records using Power Query to the creation of a Power BI dashboard. The objective is to identify critical workplace burnout and mental fatigue factors, validating hypotheses on the impact of overtime and work-life balance to propose data-driven talent retention strategies.
Power BI
Consumer Price Analysis of the Basic Food Basket in Chile (2020-2025)
Consumer Price Analysis of the Basic Food Basket in Chile (2020-2025)
Data analysis project covering the cleaning of 1.8M records from ODEPA, memory optimization with PARQUET, to interactive app deployment. The goal is to visualize the evolution and regional gaps in food prices in Chile (2020-2025).
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