Monica Laviste

RAG enabled LLM for Location Disambiguation at CVMIG (2025-08 – Present)

Designed an NLP pipeline processing 100+ biodiversity-related statements and implemented a RAG workflow for location disambiguation.

Designed an NLP pipeline processing 100+ biodiversity-related statements, stored in ChromaDB to support retrieval and LLM grounding.
Implemented a RAG workflow that retrieves the top 5 relevant documents for each query and feeds them as context to the LLM for location disambiguation.

Solutions Development Intern at NAVAGIS Pte. Ltd. (2025-06 – 2025-07)

Developed a geospatial solution using Google Maps API and completed Google Cloud Digital Leader training.

Developed a geospatial solution using Google Maps API (SiteScout, a Location Analyzer for Businesses)
Built and tested 5+ interactive map features for improving location analysis workflows.
Completed a 7+ hours Google Cloud Digital Leader training on cloud fundamentals, data storage, and AI/ML services.

AI Prompting & Automation (Part Time) at Digital Press LLC (2022-04 – 2025-12)

Created and enhanced prompts for generating good-quality book content and automated book creation process.

Created and enhanced prompts for generating good-quality book content with ChatGPT and Claude mostly.
Automated book creation process in Airtable, which now house over 150 titles.

Frontend Developer at OneDiliman (2025-01 – 2025-05)

Developed visually appealing and responsive web pages and integrated API features.

Utilized React and CSS to create visually appealing and responsive web pages that met client requirements.
Integrate 3+ major API features in collaboration with backend developers to improve end-user usability.

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