Work index

A Qwen2.5-VL-3B adapter that reads printed Jawi and transliterates it to Rumi, cutting character error on unseen scans by 79%.

CER 82.51% → 17.35% on 790 unseen images

An AI learning-analytics platform where a Random Forest labelled study pace and a FastAPI service turned it into study advice.

Random Forest · ≈90% accuracy

A model-agnostic memory layer that gives any LLM persistent, user-scoped context, shipped as a Python package, REST API, CLI and MCP server.

Four memory types · local-first · on PyPI

A tourism recommender for Indonesia: TF-IDF content similarity plus collaborative filtering, served through Flask.

TF-IDF + collaborative filtering · 107 commits

A CodeIgniter 3 guest book for events: guest registration, QR check-in, generated ID cards and attendance exports.

QR check-in · generated ID cards · Excel export

A two-notebook study that clusters 10,002 climate-agriculture records, then predicts crop yield with Random Forest and Gradient Boosting.

10,002 rows × 15 columns · four metrics