Marcos G.

Key Skills

Software

Other

Top Subject Matter

Civil Engineering, Project Management, Construction, Utilities, Power Generation, Renewable Energy

GIS/QGIS Domain Expertise / BIM (Building Information Modeling)

Utilities, Highways, Infrastructure, Geospatial mapping

Top Data Types

Text

Image

Document

Top Task Types

Text Generation

Freelancer Overview

Civil Engineering Expert / QGIS Expert – AI Training & Technical Evaluation (Handshake AI). Brings 18+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Master BIM Manager Professional, BIMMASTER.PRO & APOGEA Consulting (2023) and Master in Hydraulic Structures, EADIC & Universidad de Alcalá (2014). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Civil Engineering Expert / QGIS Expert – AI Training & Technical Evaluation (Handshake AI)

OtherText

Served as a subject-matter expert for Handshake AI research projects, supporting LLM response evaluation for civil engineering and geospatial workflows. Developed and refined domain-specific prompts, technical instructions, and evaluation rubrics to assess response accuracy and usefulness. Performed rubric-based reviewer feedback to guide improvements in AI-generated engineering content. • Evaluated technical accuracy, relevance, completeness, constructability, and real-world applicability • Reviewed AI outputs covering civil engineering, infrastructure, GIS/mapping, and CAD/DWG interpretation • Generated and improved QGIS-based mapping tasks and assessment criteria • Provided structured reviewer feedback to research teams

2025 - Present

Education

Work History