Projects

From ideas to real solutions.

Things I've built, tinkered with, and learned from. The list is small for now, but it's growing.

more on the way!

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Always tinkering
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Easygoing

FeaturedData storytelling · News analytics

Jakarta, 730 Hari

An AI-assisted data film about two years of Jakarta in the news.

A seven-scene data film built on 690,828 news articles from November 2024 to October 2026. It shows which issues dominated, when attention rose and faded, and how confident each finding is, backed by a pipeline that collects, cleans, labels and tests the data.

  • 690,828news articles analysed
  • 102weeks, Nov 2024 to Oct 2026
  • 7scenes in the film
  • Multi-agent AI
  • LLM review
  • Data storytelling
  • NLP
  • LangGraph
  • PostgreSQL
Read the case study Watch it live
Scene 1: Jakarta as a map of news dots
Jakarta, 730 Hari: second screen

Agentic AI · Workforce planning

Talent Estimation Agent

Validate talent requests from a WBS, with numbers you can trace.

A multi-agent system that reads a work breakdown structure, decides which roles each work package needs, and estimates FTE per role with two independent methods. It reviews its own output and exports an Excel workbook with live formulas.

  • 6specialised agents
  • 2independent estimation methods
  • 94%test coverage
  • Agentic AI
  • LangGraph
  • Python
  • FastAPI
  • Next.js
  • Vercel
Read the case study Live demo Source
Talent Estimation Agent: FTE summary screen
Talent Estimation Agent: second screen

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