Manuel Fernando Pico Duque
Bogotá
Summary
Mathematician with experience in backend development and data analysis with hands-on experience designing scalable data architectures. Using Python, SQL, FastAPI, and AWS, I’ve automated data workflows and API-driven data services that support robust analysis. I’ve created Power BI and Streamlit dashboards that translate complex data patterns into strategic insights. Strong collaborator, adept at working with cross-functional teams to drive data-informed decisions.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Backend Developer
SGI
02.2024 - Current
- Designed and implemented RESTful APIs in Python using FastAPI, improving response times considerably.
- Architected and deployed microservice-based APIs on AWS utilizing Lambda and AWS App Runner.
- Developed and deployed statistical models (linear regression, time-series forecasting) to optimize supply-chain processes.
- Automated inventory workflows in Excel with VBA macros, slashing manual reporting time considerably.
- Built interactive Power BI dashboards to track vehicle utilization and incident trends.
- Developed an interactive dashboard in Streamlit for the Accounts Receivable Report, enabling real-time filtering by client and date—reducing report generation time from hours to under 5 minutes and empowering finance teams with dynamic, data-driven insights.
Teacher's Assistant
Universidad De Los Andes
01.2021 - 12.2021
- TA for Linear Algebra — led a complementary class (30+ students).
Education
Bachelor of Science - Mathematics
Universidad De Los Andes
Bogotá05-2023
Skills
- SQL proficiency
- Advanced MS Excel proficiency
- Proficient in Python
- Experience with Power BI
- Statistical analysis
- Machine learning with Scikit and PyTorch
- Experience with DAX
Certification
DS4A Data Science Training Program (375 hours)
Languages
Spanish
Bilingual or Proficient (C2)
English
Bilingual or Proficient (C2)
Japanese
Upper intermediate (B2)
Timeline
Backend Developer
SGI
02.2024 - Current
Teacher's Assistant
Universidad De Los Andes
01.2021 - 12.2021
Bachelor of Science - Mathematics
Universidad De Los Andes
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