Applied AI
Agents with clearly defined responsibilities, visible tasks and review of results before actions that require authorization.
Professional profile · El Salvador
Humberto Wilfredo
Henríquez Benítez
Systems engineer and data scientist specializing in applied AI, business automation and Microsoft Power Platform.
I work with teams and consulting firms to connect processes, data and digital agents, with operational tracking and human oversight. We can collaborate on an ongoing basis, tackle a defined project or discuss a fully remote role.
From an operational need to a solution you can monitor
My work combines software engineering, data analysis and automation. I start with the process: who makes decisions, what information they need and what happens when an integration fails. That definition guides the application, workflow or agent I build.
Through Optimatiza I develop solutions for businesses. This site brings together my experience, education, projects and technical principles; the laboratory lets you explore demonstrations in your browser.
Data for decision-making
Data preparation, consolidation and visualization, with attention to quality, freshness and the meaning of each metric.
Business automation
Applications, cloud workflows and desktop RPA built with Power Platform and connected to operational systems.
Education
My education covers engineering, data science, business intelligence and blockchain technology. These are the programs and dates listed in my professional profile.
2026 · Master's degree
Master's Degree in Data Science
Connection to my work: formulating questions about data, evaluating models and communicating results with their assumptions and limitations.
2020–2023 · Master's degree
Master's Degree in Business Intelligence
Connection to my work: turning operational information into metrics and decision-support tools.
2021–2022 · Postgraduate program
Blockchain Technology
Connection to my work: studying decentralized technologies and translating technical concepts into educational content.
2016–2020 · Engineering degree
Computer Systems Engineering
Connection to my work: designing and integrating applications, databases and infrastructure around a business problem.
For a hiring process or academic collaboration, you can request academic documentation. The articles on this site are author-written technical publications; they are not presented as peer-reviewed research.
Experience and areas of practice
A progression from infrastructure and support to systems integration, data and automation. Academic dates are detailed above; these milestones describe my professional practice.
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Early career
Infrastructure, support and independent consulting
Work with networks, servers, users, applications and reports: a foundation for understanding operational dependencies.
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Since 2020
Remote work and Power Platform
Internal applications, Power Automate workflows and Business Intelligence dashboards in business environments.
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Today
Optimatiza, projects and technical documentation
AI agent and automation development; public demonstrations that explain design decisions without exposing client information.
Projects you can explore
Each case study identifies its scope and the available evidence. A synthetic-data demonstration lets you examine behavior without attributing business results to it.
AI and work organization
Oficina Viva
An Optimatiza project for assigning work, displaying who is responsible and tracking digital agents' events and results.
Explore the system and its scopeDocument automation
Capturista Digital
A walkthrough of information capture and document review, explaining the workflow and its limitations.
Read the technical case studyData and Business Intelligence
Data consolidation
RELOJ shows what happens during a close when a source is outdated or a validation fails.
Explore the case study and demoI also develop Bitcoin Academy, an educational initiative about Bitcoin, and maintain 13 interactive demonstrations of data, automation and agents.