Scholar

Hugo Guarín Villamizar

Google Scholar ID: XgI_UaEAAAAJ

Researcher, fortiss GmbH

Software EngineeringRequirements EngineeringAI Engineering

Citations & Impact

All-time

Citations

372

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

20 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

[{'Type': 'Publications', 'Topic': 'Security-related aspects in agile requirements specifications of web applications'}, {'Type': 'Publications', 'Topic': 'Concerns for specifying and designing machine learning systems'}, {'Type': 'Publications', 'Topic': 'Agile research and development approach for digital transformation'}, {'Type': 'Publications', 'Topic': 'Interaction between software engineers and data scientists in machine learning projects'}, {'Type': 'Publications', 'Topic': 'Impact of SOLID design principles on machine learning code understanding'}, {'Type': 'Publications', 'Topic': 'Requirements engineering for machine learning'}, {'Type': 'Book Publication', 'Language': 'Portuguese', 'Content': 'About software engineering for data science', 'Impact': 'Assisted over 2k practitioners in building Python-based machine learning systems, adhering to software engineering best practices'}]

Background

I love solving real-world problems with code, data, and technology. My current professional focus lies in building data-driven solutions, from running experiments to production, following software engineering best practices to ensure quality attributes such as maintainability, scalability, and robustness.

Co-authors

7 total