Software Developer · Journalist University of Nueva Caceres, Naga City, Philippines
| Category | Technologies |
|---|---|
| Languages | |
| Web Dev | |
| AI / ML | |
| Database | |
| Tools |
LitLens — Literature Review Intelligence PWA
Next.js Python FastAPI Gemini AI pgvector RAG Vercel · Solo Project · March 2026 – Present
A Progressive Web Application that helps graduate researchers navigate large collections of academic PDFs during the literature review process.
- PDF ingestion pipeline with vector embeddings and Retrieval-Augmented Generation (RAG) for natural-language queries answered with exact in-document citations
- AI-generated outputs: thematic clusters, plain-English collection summaries, and gap analysis of under-covered topics
- Integrated Gemini AI via API for semantic analysis; deployed on Vercel with 60-second route duration limits for AI-bound endpoints
- Targeting validation by five graduate researchers within a three-month development cycle
Mobile-First Crowdfunding Data Analysis · 1st Naga City Mayoral Hackathon Finalist (teknologia.dev) · February 2026
A platform designed to help at-risk students secure funding for daily survival expenses — food and transportation.
- Spearheaded full platform development as part of the hackathon finalist team
- Analyzed UNC dropout records (2024–2026) to identify financial difficulty as the primary driver of student attrition, validating the platform's core mission
Design — System design · UX analysis · Concept development · Design implementation
Writing & Research — Technical writing · Editorial writing · Research methods · Sports journalism (UNC Greyhounds)
Management — Project management · Agile workflows
Open to collaborations. Based in Naga City, Philippines.
