
Luis Fabian Amagua
@luisfabianamagua
I build machine learning, analytics, and BI solutions that improve marketing, credit decisions, and fraud prevention.
What I'm looking for
I'm currently improving data products at NEORIS, where I reduced Power BI dashboard resource consumption by 90% and developed graph-based analysis to detect identity-sharing patterns for fraud prevention.
At Banco ProCredit, I built machine learning customer profiles and segmentation frameworks that increased campaign engagement by 20%, while improving credit-decision workflows and marketing performance reporting.
Across banking, fintech, and retail roles at Banco ProCredit, ETAFASHION, and LUZVERDE, I've used Python, R, SQL, and Power BI to automate reporting, forecast demand, personalize campaigns, and turn customer data into measurable business outcomes.
Experience
Work history, roles, and key accomplishments
Senior Data Analyst
NEORIS
Mar 2026 - Present (6 months)
Optimized Power BI dashboards and SQL queries, reducing resource consumption by 90%. Developed graph-based customer network analysis to identify fraud patterns and mitigate identity theft risks.
Data Analytics Specialist
Banco Procredit
Mar 2025 - Mar 2026 (1 year)
Developed machine learning customer profiling models in RStudio, increasing campaign engagement by 20%. Redesigned microcredit approval simulator and built segmentation frameworks for marketing personalization.
Business Intelligence Specialist
Banco Procredit
Mar 2024 - Mar 2025 (1 year)
Enabled identification of over 5,000 inactive customers monthly, increasing conversion by 10%. Automated loan report consolidation, reducing processing time by 80%, and developed Power BI dashboards for campaign monitoring.
Data Analyst
Etafashion
Aug 2023 - Mar 2024 (7 months)
Maintained weekly business reports using SAP, SQL Server, and Python, improving campaign responsiveness by 12%. Conducted customer behavior analysis and forecasted product usage with time series models.
Data Analyst
Luzverde
May 2022 - Aug 2023 (1 year 3 months)
Developed weekly commercial dashboards using Power BI and SQL, improving goal achievement by 25%. Automated credit risk reporting, reducing manual work by 50% and optimizing reporting processes.
Education
Degrees, certifications, and relevant coursework
Universidad Hemisferios
Master's Degree, Applied Artificial Intelligence
2024 - 2025
Pursued a Master's Degree in Applied Artificial Intelligence from April 2024 to June 2025.
Escuela Politécnica Nacional
Applied Mathematics
2015 - 2021
Studied Applied Mathematics from September 2015 to June 2021.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Skills
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