Experience
SyCip Gorres Velayo & Co. (SGV, Ernst & Young)
- Led TCFD-aligned climate exposure assessments across 500+ assets nationwide, identifying high-vulnerability sites and translating findings into risk-reduction recommendations for senior stakeholders.
- Develops custom Python-based methodologies and automation tools that compressed hazard exposure and modeling turnaround from an industry-typical month to 2 weeks.
- Ran RCP scenario analysis to design future-projection risk models for flood and landslide hazards (Python, QGIS), supporting long-term climate resilience planning.
- Automated Google Earth Engine workflows to map river turbidity and identify sediment-heavy zones for dredging-site planning.
- Facilitates climate-hazard workshops for clients across the electronics and conglomerate sectors, plus a recent finance-executive (FINEX) workshop, and co-authors technical proposals for project bids.
- Led IFRS S1/S2 capacity-building sessions for a food-and-beverage sector client, translating new sustainability-disclosure requirements into practical next steps.
Philippine Institute of Volcanology and Seismology (PHIVOLCS)
- Cut data-collection time for ground-shaking (seismic) hazard models by 50% through workflow automation.
- Built Python scripts for spatial hazard-exposure extraction, automating multi-layer overlay analysis in ArcGIS/QGIS.
- Integrated geospatial data-collection and processing workflows to support national hazard-mapping decision-making.
University of the Philippines – Resilience Institute (UPRI)
- Applied Git, Bash scripting, and Linux to automate volcanic hazard modeling (Ash3d) for rapid multi-scenario outputs.
- Led GIS support for a Climate Resilient Project, streamlining seismic hazard data processing.
- Used LaTeX for clear, structured scientific report writing.
University of the Philippines (OVCRD-funded)
- Compiled a Philippines-wide database of recorded natural-hazard interactions and cascades.
- Presented findings via GIS-based visuals at a virtual poster session, AGU Fall Meeting 2020.
Sustainability Data Analyst
- MCDA framework (AHP + TOPSIS) ranking performance across SDG-aligned indicators from multi-dimensional datasets.
GIS / Remote Sensing Analyst
- Quality control and validation of satellite imagery datasets used for AI model training/evaluation.
Environmental Data Analyst
- Oceanographic eddy analysis from large-scale NetCDF datasets via Python.
Data Research / Web Scraping
- Automated web-scraping workflows (Python, Selenium) for structured market/product data.