I help teams trust their data. From tracking implementation and debugging to campaign reporting and analysis, I make sure the numbers driving decisions are clean, accurate, and meaningful.
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I started as a licensed teacher before making a deliberate pivot into digital marketing and analytics. I spent 3.5 years at a digital agency growing from data entry into full tracking implementation, audit, and reporting work across 20+ client websites.
If I don't know a platform, I learn it. If something is broken, I find where it's breaking. That's been the consistent thread across every role I've held.
Google Data Analytics capstone. Analyzed Fitbit usage data in R to surface behavioral insights and strategic recommendations for Bellabeat's marketing team.
An interactive Tableau dashboard built with real DTI and DA government pricing data, cleaned in Google Sheets and enriched with BigQuery SQL helper columns.
Full-funnel Meta Ads analysis across four simulated campaigns, tracking CPM through ROAS using advanced Google Sheets formulas and benchmark-based interpretation.
A plain-language breakdown of CPM, CTR, CPL, CPA, and ROAS and how to read them together.
A practical guide to the spreadsheet functions that show up again and again in real reporting work.
Step-by-step walkthrough of implementing the Meta Pixel via GTM and what to check when it breaks.
A licensed educator turned analytics specialist, driven by curiosity, self-directed learning, and a genuine interest in making data useful.
I graduated with a degree in Technical-Vocational Teacher Education and passed the Licensure Examination for Teachers in 2019. I spent a year as a college instructor, and that experience of breaking down complex ideas into things people could actually understand and act on still shapes how I approach analytical work today.
In 2021, I made a deliberate pivot into digital marketing. I joined T&T Digital as a Marketing Operations and Analytics Specialist, starting with basic data entry and growing into a role where I was responsible for making sure client tracking actually worked. That meant auditing broken implementations, setting up GTM containers from scratch, managing GA4 across diverse tech stacks, implementing conversion APIs, and building reporting systems that gave media buyers reliable data to work with.
Over 3.5 years I worked with more than 20 clients across platforms like WordPress, Squarespace, Wix, Bubble, GoHighLevel, ClickFunnels, and others. No two setups were the same, and that variety made me adaptable. When a tool was unfamiliar, I figured it out. When something broke, I traced it back to the source.
I'm currently building on that foundation. I completed the Google Data Analytics Professional Certificate in January 2026 and I'm continuing to learn through Coursera. I also share what I know through content on TikTok, Facebook, and LinkedIn, and through this blog.
Outside of analytics, I'm someone who builds things with intention. I'm based in Caraga, Philippines, recently moved into a home I built, and I'm at a point in my career where I want to go deeper into the work I care about.
Managed tracking implementation, GTM, GA4, reporting dashboards, and analytics operations across 20+ client websites at a digital marketing agency.
Taught technical-vocational subjects. Developed the ability to break down complex concepts clearly, which continues to inform how I present data and findings.
Passed the Licensure Examination for Teachers (December 2019) and received license February 2020.
Bachelor of Technical-Vocational Teacher Education, major in Food Service Management. Academic Excellence Awardee. Department President (3rd year).
Personal projects where I applied tools and concepts to real or realistic data. No invented metrics, no forced conclusions.
An interactive Tableau dashboard visualizing food commodity prices across the Philippines using real DTI and DA government data. Sourced as raw tables, converted to CSV, cleaned in Google Sheets, enriched with SQL helper columns in BigQuery, then visualized in Tableau. Built to practice end-to-end data workflow and dashboard design.
Full-funnel Meta Ads performance analysis built in Google Sheets using simulated data modeled on real agency work, structured to protect client confidentiality. Covers four campaigns over 31 days from impressions through purchases. Includes CPM, CTR, CPL, CPA, ROAS calculations, campaign summaries, and benchmark-based interpretation guides.
A deeper walkthrough of how I approached a problem, what the data said, and what I recommended.
Bellabeat is a wellness technology company that manufactures health-focused smart devices for women. As the capstone project for the Google Data Analytics Professional Certificate, I analyzed publicly available Fitbit usage data to uncover behavioral trends and surface actionable marketing recommendations for Bellabeat's product team.
Bellabeat wanted to understand how consumers use non-Bellabeat smart devices in order to inform their own marketing strategy and product positioning.
Analyzed a 30-user Fitbit dataset in RStudio using tidyverse and ggplot2. Cleaned data, explored activity patterns, sleep behavior, and calorie tracking, then visualized findings as an R Notebook with HTML output.
Most users were lightly active with inconsistent engagement. Sleep and activity tracking dropped significantly on weekends. Recommendations focused on engagement nudges, goal-setting features, and weekend habit loops.
Tutorials, breakdowns, and thoughts on analytics, marketing operations, and the tools that make the work easier.
A plain-language breakdown of CPM, CTR, CPL, CPA, and ROAS and how to read them together to understand what a campaign is actually doing.
A practical guide to the spreadsheet functions that show up again and again in real reporting work. No filler, just the formulas that matter.
Step-by-step walkthrough of implementing the Meta Pixel through Google Tag Manager and a checklist of things to confirm before going live.
A systematic approach to walking into an unfamiliar GTM account, figuring out what's there, what's broken, and what needs to be cleaned up.
A beginner-friendly walkthrough of building a clean, functional website using Wix Studio, from choosing a template to publishing your first page.
Analytics, tracking, reporting, and data work. If it involves making sense of marketing data, I can help.
Setting up and fixing tracking across your website, landing pages, and ad platforms so your data reflects what's actually happening.
Turning raw campaign numbers into structured reports and clear insights, whether that's a one-time analysis or an ongoing reporting setup.
Setting up and managing marketing automation workflows and operational processes so campaigns run cleanly from start to finish.
I offer a focused ad testing service for Facebook campaigns. Visit my dedicated services page for details on how it works.
Whether you have a project in mind, a question, or just want to connect, feel free to reach out.
I'm currently open to full-time roles in web analytics, marketing operations, and data analysis, as well as freelance projects in tracking implementation and campaign reporting. If you think there's a fit, I'd love to hear from you.
This will open your email client.
Platforms and tools across 3.5 years of analytics and operations work — from daily drivers to platforms I've touched for tracking and reporting.