Fourth-semester PhD Student in Computational Sciences | MSc Software Engineering | Python/Django Developer | LLM Assessment Researcher
I hold a Master's degree in Software Engineering from the Centro de Investigación en Matemáticas (CIMAT), where I was recognized as the top student of my cohort for achieving the highest academic production and GPA (view master's degree document). I also hold a B.Eng. in Mechatronics Engineering from Universidad Tecnológica de Tlaxcala.
I am currently in the fourth semester of the PhD in Computational Sciences at the Instituto Tecnológico y de Estudios Superiores de Monterrey (Tecnológico de Monterrey). My doctoral project focuses on the use of Large Language Models (LLMs) for assessment in software engineering, especially the evaluation of software quality processes, ISO/IEC-oriented evidence, and development artifacts. The project combines multiple techniques, including rubric-guided LLM judging, prompt design, retrieval-supported context, calibration against expert criteria, and human-in-the-loop validation.
My research interests center on software engineering, software quality processes (ISO/IEC 29110, ISO/IEC standards for Very Small Entities), technical debt in software development, and trustworthy LLM-based evaluation frameworks. I have authored and co-authored publications in IEEE Access, Applied Sciences (MDPI), Springer, RISTI, and Research Square, and I hold three granted software copyrights registered with Mexico's national copyright office.
I have served as a peer reviewer for IEEE Access, participating in different IEEE Access manuscript reviews, and hold an Elsevier Certified Peer Reviewer credential. I have participated as a scientific committee member for international conferences, including CIMPS. My international collaborations include research work in cybersecurity conducted in Peru, resulting in a Springer book chapter on AI in cloud cybersecurity.
I am a certified expert witness in informatics (perito en informática), and I have completed a research stay at the Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), where I worked on NLP implementation and pattern recognition in proteomic sequences.
Research & Professional Focus
My professional profile is oriented to software engineering roles that require both implementation depth and research judgment: Python development with Django, AI and NLP model integration in web platforms, process automation, software quality standards implementation, project management with agile and traditional methodologies, secure AWS infrastructure administration, and technical communication with academic and industry stakeholders. I have developed software systems for academic conference management, AI-assisted assessment platforms, and custom software solutions for private companies, applying PEP8, maintainable architecture, documentation, continuous enhancement practices, and industry best practices. I have 6 years of professional experience across these domains, supported by certifications in Lean Six Sigma Green Belt, KanBan System Design, SCRUM, DevOps, and Google Project Management.
ORCID: 0000-0002-6092-1202
