Available for opportunities
Backend Engineer building reliable Python, data, and applied-AI systems.
Portfolio of Diego Muñoz — Backend Engineer building reliable Python, data, and applied-AI systems.
Medellín, Colombia
Impact
70%
Reduction in publication time
Automated LaTeX conversion pipeline for faculty engineering journal
4.4/5.0
GPA
Systems Engineering, Universidad de Antioquia
Winner
Programming Olympiads UdeA
Led team to victory in university-wide competition, 2022
Selected projects
(03)Experience
(03)Backend Developer
Universidad de Antioquia
2022 – 2023
Research internship developing an ontology-based search engine for academic information retrieval.
- Developed complete backend architecture for ontology-based search engine using Python and Neo4j
- Designed and optimized Neo4j database queries for complex semantic data relationships
- Implemented REST API endpoints for efficient data retrieval and processing
- Collaborated with research team to translate academic requirements into functional code
Software Developer
Xpert Group
2021 – 2021
Developed computer vision application for product state analysis in retail environments.
- Developed computer vision application for product state analysis in retail environments
- Implemented image processing algorithms to determine product condition and placement
- Created automated reporting system for inventory management
- Delivered fully functional prototype within project timeline
Technical Editor & Developer
Faculty of Engineering Newspaper
2021 – 2022
Automated academic publishing workflow and developed web distribution system.
- Automated academic paper conversion to LaTeX format following journal guidelines
- Developed web publishing system for faculty journal distribution
- Reduced publication time by 70% through process automation
- Maintained consistent formatting standards across all publications
Capabilities
(03)Backend Systems
Building reliable APIs, databases, and distributed systems.
PythonREST APIsNeo4jSQLDatabase DesignMicroservices
Data & Applied AI
Extracting value from data through analysis, automation, and AI integration.
RAGWeb ScrapingData AnalysisWorkflow AutomationLaTeX
Tools & Practices
Modern development practices and technical communication.
TypeScriptReactGitCompetitive ProgrammingTechnical Writing
About
Systems Engineering student at Universidad de Antioquia with a strong mathematical foundation and 4+ years building backend systems, databases, and data pipelines. I specialize in Python, Neo4j, and applied AI — from ontology-based search engines to AI-powered content generation platforms. Competitive programming champion and multiple math olympiad winner. I build systems that are reliable, well-tested, and solve real problems. Bilingual English/Spanish (C1). Currently seeking opportunities where I can apply my backend and AI skills to meaningful technical challenges.
Education
(03)Bachelor of Systems Engineering
Universidad de Antioquia
2019 – Present
GPA: 4.4/5.0. Specialized in software architecture and database systems. Active member of competitive programming team.
Mathematics (Discontinued)
Universidad Nacional de Colombia
2014 – 2018
GPA: 4.2/5.0. Strong foundation in mathematical analysis and problem-solving. Transferred to Systems Engineering.
Software Development Intensive
Xpert Group Training Camp
2021 – 2021
Advanced training in modern development practices with project-based learning.
Let's talk
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