Rubric grading, teacher comments, and the original paper stay in one workspace.
Work, 2024 to now
Products, research, client work, and smaller experiments.
A record of what I built, why it exists, and what changed along the way.
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Question 3 · Physics 8 / 10
Bujhchi
2026Teacher-led assessment across web and Android.
Question bank to printable paper to submission, grading, feedback, and results.
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Research paper Does the model use the law you give it? 2,165 bilingual questions
Bangladesh Legal QA
2026Bilingual legal QA research and reproducible evaluations.
Supplied-law controls separate retrieval failure from reading failure.
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One origin.
Every destination. Live siteWander Cargo
2025A bilingual freight-forwarding site.
Animated route map, real operations, responsive delivery, and quotation flow.
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12 / 12group winners EloPoissonxG
World Cup ML
2026An honest tournament prediction system.
Walk-forward evaluation, public inputs, and an explicit leakage demo.
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One thought at a time.
Plain Markdown · local vault · no lock-inTypi
2026A writing app that does less on purpose.
A focused Windows desk that autosaves into a real Markdown workflow.
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Capture without leaving the film
ShotBank
2026A local-first film reference library.
Global capture, ordinary files on disk, and notes that stay with the frame.
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CAM_0421.MOV → ORIGINAL SHA-256 checked · searchable · exportable
Vamos Vault
2026Telegram-backed storage for camera originals.
Lossless upload rules make accidental compression visible before it becomes permanent.
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remember project decisionsupersede stale assumptionhandoff current contextPortable Agent Memory
2026Small local memory shared between AI tools.
Inspectable JSONL with supersession, deletion, search, and pasteable handoffs.