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Stalin BonillaSB
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Stalin Bonilla

@stalinbonilla

Lead Data Scientist at Corporación Maresa building forecasting models that reduced sales and inventory forecast error to 5%.

Ecuador
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At Corporación Maresa, I designed and deployed machine learning models for sales and inventory forecasting, reducing forecast error to 5%. I also built Databricks and Azure pipelines for analytical modeling and automated reporting.

Previously, at Banco General Rumiñahui, I developed data solutions and commercial campaign models, including clustering and recommendations that increased conversion by approximately 4%. My work spans machine learning, data engineering, and business intelligence, with a focus on turning business needs into analytical solutions.

Experience

Work history, roles, and key accomplishments

BR

Business Intelligence Analyst

Banco General Rumiñahui

Sep 2022 - Aug 2023 (11 months)

Performed exploratory data analysis and data mining, designed ETL processes improving data quality by 40%, and maintained SQL data models for Power BI visualizations.

AC

Business Intelligence Analyst

Aval Buró de Crédito

Mar 2022 - Sep 2022 (6 months)

Built and maintained 15 tailored credit data reports and dashboards for 10 clients, improving reporting reliability. Reviewed and validated data against client requirements.

Education

Degrees, certifications, and relevant coursework

MM

MIU City University Miami

Digital Project Management, Project Management

Ongoing course on Digital Project Management.

SE

Sociedad Ecuatoriana de Estadística

Expert in Analytical Applications with Python, Analytical Applications

Ongoing course on Expert in Analytical Applications with Python.

CE

Cámara de Comercio Exterior

Professional Microsoft Excel and Enterprise Power BI, Business Intelligence

Ongoing course on Professional Microsoft Excel and Enterprise Power BI.

MQ

MIT REAP Team Quito

Introduction to Design Thinking & Business Model Canvas, Design Thinking

Ongoing course on Introduction to Design Thinking & Business Model Canvas.

Databricks logoDA

Databricks

Data Governance Fundamentals, Data Governance

Ongoing course on Data Governance Fundamentals.

Coursera logoCO

Coursera

Data Analytics, Data Analytics

Ongoing course on Data Analytics.

Coursera logoCO

Coursera

Foundations of Strategic Business Analytics, Business Analytics

Ongoing course on Foundations of Strategic Business Analytics.

Coursera logoCO

Coursera

Investment Management with Python and Machine Learning, Investment Management

Ongoing course on Investment Management with Python and Machine Learning.

Coursera logoCO

Coursera

Foundations of Marketing Analytics, Marketing Analytics

Ongoing course on Foundations of Marketing Analytics.

Universidad Internacional de La Rioja logoUR

Universidad Internacional de La Rioja

Master's Degree, Artificial Intelligence

2024 - 2025

Master's Degree in Artificial Intelligence with specializations in Machine Learning and Project Management.

Escuela Politécnica Nacional logoEN

Escuela Politécnica Nacional

Bachelor's Degree, Economics and Finance Engineering

2017 - 2023

Bachelor's Degree in Economics and Finance Engineering with specializations in Quantitative Analytics and Data.

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