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Eder Francisco CruzEC
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Eder Francisco Cruz

@ederfranciscocruz

Product Analyst specializing in funnel optimization, experimentation, and unit-economics modeling for financial services.

United States
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What I'm looking for

I seek a data-driven product or analytics role where I can apply risk modelling, experimentation, and unit-economics analysis to reduce portfolio risk and scale automated insights.

I am a Product Analyst with a background in risk analytics and data science, experienced in translating complex data into strategic product decisions that improve portfolio performance and operational efficiency. I have led end-to-end product analytics across origination and collections funnels, designed A/B tests, developed risk-prediction and forecasting models, and built unit-economics models that influenced pricing and portfolio strategy.

Previously I worked as a Data Scientist developing time-series forecasts, optimization models, and automated hyperparameter tuning, and applied advanced techniques like Topological Data Analysis to uncover hidden patterns. I automate scalable reporting pipelines and KPI dashboards to reduce manual work, clearly communicate findings to stakeholders, and partner with cross-functional teams to implement data-driven solutions that reduce risk and improve operational KPIs.

Experience

Work history, roles, and key accomplishments

Instituto Politécnico Nacional logoIN

Data Scientist

Instituto Politécnico Nacional

Jun 2023 - Jan 2024 (7 months)

Built predictive and time-series forecasting models and automated hyperparameter tuning to support strategic planning; performed large-scale EDA on dynamic datasets and developed end-to-end ETL and reporting workflows.

CS

Data Scientist Research Assistant

Center for Research and Advanced Studies

Jul 2023 - Oct 2023 (3 months)

Applied Topological Data Analysis to reveal patterns in high-dimensional datasets and developed scalable analytical models, communicating results to multidisciplinary stakeholders to inform research directions.

Education

Degrees, certifications, and relevant coursework

Instituto Politécnico Nacional logoIN

Instituto Politécnico Nacional

Bachelor's degree, Physics and Mathematics

Completed a combined curriculum in physics and mathematics focusing on analytical problem solving and quantitative methods.

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Eder Francisco Cruz - Product Analyst - Financiera Independencia | Himalayas