Johan Marlo Cabili

Full-stack AI-native Engineer

I ship production-ready systems with AI-native workflows, from data pipelines to live web products.

GitHub activity

About

I am a full-stack engineer with more than two years of experience building web products and data tooling. I work in Next.js and TypeScript and integrate agentic workflows into development, using MCP servers, tool-calling agents and coding agents such as Claude Code and Antigravity.

I am finishing a BS in Computer Science, majoring in Computer Systems Engineering, at De La Salle University, expected December 2026.

Experience

Apr 2026 – Aug 2026

Data Analyst Intern

American International Assurance, Makati

Built an automated extraction and preprocessing pipeline in Python, Pandas, SQL and Azure Databricks, curating a dataset of 6.9k+ emails with PII filters and LLM-generated intent labels.
Automated daily and monthly SQL reports as Azure Databricks jobs to cut ticket-resolution effort.
Maintained data governance through SQL exploration and reporting of data-quality issues.

Jul 2025 – Present

Web Manager

Green & White, Malate

Built the organisation’s main website with other developers and creatives, drawing 1.6k+ visits.
Built an RFID attendance web app with React, TypeScript and Supabase.
Automated registration forms, pictorial schedules and a yearbook pickup form with Google Apps Script.

Jul 2025 – Dec 2025

Full-Stack Developer

Fun For Kids Corporation, Remote

Built a web POS for stroller and wheelchair rentals across 13 kiosks with Next.js, Tailwind CSS and Supabase.
Built an interactive Chart.js dashboard for sales trends, branch performance and employee attendance.

Mar 2025 – Aug 2025

Research Apprentice

VISON Technologies Corporation, Malate

Co-authored and presented a paper on PyTesseract’s performance on handwritten documents at the 2025 Philippine Computer Science Congress.
Built a client video upload interface with PHP, MySQL and DigitalOcean.

Oct 2024 – Aug 2026

Web Development Staffer

The LaSallian, Malate

Helped build the responsive website for the 2025 General Elections of the DLSU student government with React and Tailwind CSS.

Stack

Languages

Python
TypeScript
JavaScript
SQL
Java
C
C++

Web

Next.js
React
Tailwind CSS
Node.js
Express.js
PHP

Data

PostgreSQL
MySQL
Supabase
MongoDB
Azure Databricks
Pandas
Google Sheets

AI workflows

MCP servers
Tool-calling agents
LLM labelling
Claude Code
Antigravity

Tools

Git
GitHub
Docker
Bash
Postman
Figma

Projects

AI & data

Email intent dataset pipeline

An automated pipeline that curated 6.9k+ emails with PII filters and LLM-generated intent labels for downstream classification.

Python
Pandas
SQL
Azure Databricks

Products & tools

Fun For Kids rental POS

A web POS for stroller and wheelchair rentals across 13 kiosks, with a dashboard for sales trends and branch performance.

Next.js
Tailwind CSS
Supabase
Chart.js

Websites

Green & White website

The university yearbook's main website, built with other developers and creatives, drawing 1.6k+ visits.

Research

PyTesseract on handwritten documents

A co-authored paper on how PyTesseract performs on handwritten documents, presented at the 2025 Philippine Computer Science Congress.

PyTesseract
OCR

See all 13 projects

Contact

jmtcabili@gmail.com

Open to AI engineering roles and startup work. Email is the fastest way to reach me.