/ investigation board

Red threads connecting projects, research, and things I'm currently dissecting.

PRRRRT... 🐾

Tap/Drag me!

ACTIVE CASE

Why Is Jakarta's Air Getting Worse?

Hunting for air quality patterns using machine learning. Random Forest is currently the prime suspect.

MLPythonSHAP
ONGOING

Predictive CRM Analytics

Analyzing retention patterns and mitigating the risk of declining student performance through a precise predictive modeling approach.

CRMMLLaravelTailwindCSS
WORKSPACE

angg4ra.pages.dev

This portfolio — Astro + TypeScript + dark academia bento.

AstroTS
RESEARCH

Why Do Models Fail After Deploy?

Learning about deployment, monitoring, and the real-world model lifecycle beyond the notebook.

IDENTITY

INTP · Educator · Data Nerd

Teaching logic at dawn, debugging models at night.

LOG

First Case: Roblox

Where I learned that making something is more fun than playing it.

/ library archive

A catalog of readings that have shaped the way I think.

titles catalogued

opening archive...