Hello, I'm Edward.
An AI Engineer.
Building RAG systems, LLM agents, and AI-powered products.
Building RAG systems, LLM agents, and AI-powered products.
Building RAG systems, LLM agents, and AI-powered products.
An AI-powered institutional memory platform. Currently in development, building toward a startup.

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Technologies and tools I work with
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My professional journey
There's too much to do and not enough time if you're in computer science. Let's talk about it.

Activities inside Ateneo

Hackathons, Case Competitions, Speaking, Presentations

Professional certifications and credentials
The companies I've worked with, and the technologies I've mastered along the way.
Developed and maintained the startup's public-facing website using Next.js, supporting the team's go-to-market presence.
Currently taking my bachelor's degree in the top university in the Philippines. Received a full-ride scholarship by ranking as one of the top 60 out of over 10000 takers throughout the Philippines and abroad.
Built an internal RAG eval interface using Vue.js and LLM APIs, enabling the team to review and score AI chat outputs and accelerate model iteration cycles. Worked directly in production RAG pipelines, gaining exposure to retrieval, embedding, and prompt evaluation workflows.
Developed a passion for programming with my first language: LUA. Wrote my first line of code in attempt to make a game on Roblox.

April 9, 2026
1 min read
An AI-powered institutional memory platform. Currently in development, building toward a startup.

April 2, 2026
2 min read
An AI sales research agent that takes a company name and outputs a structured brief on their AI readiness, pain points, scores, and talking points, generated via agentic web search.

January 1, 2025
3 min read
Here's how we streamlined operations for a 550-member organization, featuring event check-ins, voting eligibility tracking, and real-time member engagement data.