Geospatial Data Specialist & Prompt EngineerExpert in geospatial data analysis, Python programming, and prompt engineering for subsurface exploration projects across construction, geological risk assessment, and mining industries.Key Skills:Python (NumPy, Pandas, SciPy, Scikit-learn, GeoPandas)Machine Learning & AIGeospatial Data AnalysisGIS (QGIS, ArcGIS, PyQGIS)Data Visualization (Matplotlib, Plotly, Dash)Prompt Engineering for LLMsImage & LiDAR ProcessingPostgreSQL/PostGISDaily Activities:Develop Python scripts for task automation and data processingPerform EDA on geological and geophysical datasetsDesign prompts for LLMs to extract insights from technical reportsMaintain and optimize ML models for subsurface property predictionCreate interactive dashboards for real-time data visualizationNotable Projects:Subsidence Detection, Cerro Prieto Geothermal Field:Implemented ML model for automatic subsidence detectionReduced analysis time by 70% through automated data processingGeological Data Modeling, Mexico City:Developed geospatial database integrating various datasetsCreated interactive dashboard for urban planning and risk assessmentResulted in 30% cost reduction for soil studiesLithium Exploration, Salar de Pastos Grandes, Bolivia:Led satellite imagery analysis using ML and computer visionImproved potential lithium deposit identification accuracy by 40%Geotechnical Study, Tren Maya Project:Designed advanced geotechnical models using PythonDeveloped dashboards for stakeholder result communicationAchievements:Created open-source Python library for geospatial analysis (500+ users)Implemented prompt engineering system, increasing information extraction efficiency by 50%Optimized exploration processes through custom ML algorithmsLed multidisciplinary teams using data-driven project management

Instructed professionals and students in Python and R for geological modeling and data integration.Enhanced the capabilities of individuals in the field by imparting skills in programming and data analysis.

Began professional career as an Exploration Geologist, focusing on geological mapping and resource identification.Engaged in research and exploratory projects, gaining valuable fieldwork, data collection, and analysis experience.