Things I shipped, by the layers I built.

~/work · 3 projects · 5 layers

All work

A forecasting service and dashboard that tells cooperative managers how much rice to expect, three weeks before harvest.

7% median error · 40 cooperatives

Loan, maintenance and audit tracking for 1,200 lab devices, built with a team of four.

Audits: 5 days → 1 afternoon

A fine-tuned IndoBERT model behind a small API that classifies product reviews in Bahasa Indonesia.

F1 0.71 → 0.89 · IEEE paper

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