About me.

Biography

I am currently a Data Scientist specializing in high-impact machine learning models and scalable AI solutions. My work sits between mathematical optimization, enterprise-grade AI, and practical product delivery, with experience in Retrieval Augmented Generation, multi-agent systems, intelligent document processing, Voice AI, model monitoring, and end-to-end deployment.

From winning hackathons to leading automated AI initiatives, I am dedicated to driving business value through advanced analytics, responsible AI governance, and systems that make complex data useful for real decisions. This website is where I keep my learning notes, projects, technical experiments, and public progress.

College

I earned my Bachelor of Science in Mathematics from the University of the Philippines Diliman, graduating Magna Cum Laude. My coursework included statistics, probability, optimization, numerical analysis, operations research, machine learning, data science, and mathematical modeling.

I also completed an undergraduate thesis on numerical analysis of multigrid methods for solving partial differential equations and optimal control problems. More academic and professional details are available on my LinkedIn profile.

Hobbies & Interests

Outside of work and study, I am interested in personal development, personal reflection, and learning new things across technology, mathematics, productivity, and writing. I like using this website as a place to make that learning more visible and organized over time.

Habits

I like building habits around reading, reflection, studying, solving problems, and organizing notes. I especially enjoy dystopian novels and keep track of my reading on Goodreads. The overall goal is steady progress: learning something, writing it down, and returning to it with better understanding.

Sports

I regularly play badminton and run as part of my routine. One of my goals this year is to reach 200 km of running. I also play basketball, which keeps sports social, competitive, and fun outside of work and study.

What I'm Exploring Now

Right now, I am exploring more in-depth data science knowledge, cloud infrastructure such as AWS and Azure, and agentic AI systems. I am especially interested in how strong mathematical foundations, reliable infrastructure, and AI orchestration can come together in practical systems.