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| Week | Milestone | |------|-----------| | 1‑2 | Set up transcription pipeline (Whisper) → generate timestamped SRT files for a pilot batch of videos. | | 3 | Build translation micro‑service; output parallel EN/HI SRT files. | | 4 | Integrate ElasticSearch index; create basic transcript search UI. | | 5 | Implement Clip Generator UI + serverless FFmpeg function; test 5‑sec, 15‑sec, 30‑sec clips. | | 6 | Add language‑toggle UI; connect to subtitle tracks. | | 7 | Deploy community notes overlay; add moderation hook. | | 8 | QA, performance tuning, launch beta to 5% of users, collect feedback. | marathi mulinchi zavazavi video freebfdcml better

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