AnupamKumar-1

AnupamKumar-1/Hoovik

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

7 stars 17 forks 7 watchers JavaScript MIT License

ai distributed-systems emotion-recognition fastapi llm machine-learning microservices mongodb pytorch rag real-time redis socketio speech-to-text vector-search webrtc websocket

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34 Open Issues Need Help Last updated: Aug 3, 2026

Open Issues Need Help

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Add Unit Tests for `rag.controller.js` about 2 hours ago

good first issue backend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Add RAG to Landing Page Stats about 2 months ago

good first issue frontend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

UI: Refine “Start Meeting” button colors to better match dark theme about 2 months ago

good first issue ui/ux beginner

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Feature: Delete Individual Meeting from History about 2 months ago

enhancement good first issue backend frontend level:intermediate

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Add RAG stat to landing page stats row about 2 months ago

enhancement good first issue frontend beginner

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Validate `roomCode` before database lookup 2 months ago

enhancement good first issue backend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: prevent multiple snackbar timers from stacking 2 months ago

bug good first issue frontend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: transcript emotion cache grows unbounded across process lifetime 2 months ago

bug good first issue transcript_service

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: isYou() never shows "YOU" chip for participants matched only by username or email 2 months ago

bug good first issue frontend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

[Refactor] refactor: move cleanup scheduler startup out of meeting model 2 months ago

good first issue backend refractor beginner

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

chore: replace stray console.log with console.info in app.js 2 months ago

help wanted good first issue backend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

feat: add frontend validation for login and registration forms 2 months ago

enhancement good first issue frontend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

feat(health): add GET /api/v1/health endpoint for service liveness checks 2 months ago

enhancement good first issue backend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: handle 4xx callback failures separately from successful responses 2 months ago

bug good first issue transcript_service error-handling

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: replace Math.random() fallback with stable meeting ID 2 months ago

bug good first issue frontend beginner

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: uploaded audio files are not reliably cleaned up after transcript processing 2 months ago

bug help wanted good first issue transcript_service backend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

refactor: move BACKPRESSURE_QUEUE_DEPTH to emotion_service/config/config.json 2 months ago

good first issue backend refractor beginner

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

move cleanupOldMeetings scheduler inside model file to server entrypoint 2 months ago

good first issue refractor

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

refactor: move observability.stats imports to top-level import block in app.py 2 months ago

good first issue refractor

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

refactor: move BACKPRESSURE_QUEUE_DEPTH to emotion_service/config/config.json 2 months ago

good first issue refractor

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: replace Math.random() fallback with stable meeting ID 2 months ago

bug good first issue frontend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: notify backend and user when transcript produces no segments 2 months ago

bug good first issue transcript_service

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

History page shows empty on first navigation — requires reload to display meetings 2 months ago

enhancement good first issue

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

feat: move runtime inference tuning constants from `app.py` into `config.json` 2 months ago

enhancement good first issue backend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Refactor room code retry logic in backend/src/routes/rooms.js 2 months ago

enhancement good first issue backend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

feat: move runtime inference tuning constants from `app.py` into `config.json` 3 months ago

enhancement good first issue reliability

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: log swallowed exceptions in `_decode_audio_bytes` instead of silent `pass` 3 months ago

bug good first issue

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Transcript polling uses fixed 20s interval with no backoff or adaptive retry 3 months ago

enhancement good first issue frontend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

fix: incorrect pluralization of "meetings" in transcript badge 3 months ago

bug good first issue frontend ui/ux

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Transcript upload can silently discard recorded meeting audio before transcript processing begins 3 months ago

bug good first issue frontend data-loss

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

History page shows empty on first navigation — requires reload to display meetings 3 months ago

bug good first issue frontend

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Participants have no persistent indicator when Emotion AI is active 3 months ago

enhancement good first issue frontend ui/ux privacy

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

_pump() exits on transient frame gaps instead of waiting 3 months ago

bug good first issue performance realtime

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket

Prevent transcript panel from continuously expanding vertically 3 months ago

enhancement good first issue frontend ui/ux

AnupamKumar-1/Hoovik

7

Hoovik: Distributed meeting intelligence platform with WebRTC peer-to-peer video, real-time multimodal emotion inference, speaker-aware transcription, RAG-powered transcript search, AI-generated meeting insights, and Redis/BullMQ-backed background processing.

JavaScript

#ai#distributed-systems#emotion-recognition#fastapi#llm#machine-learning#microservices#mongodb#pytorch#rag#real-time#redis#socketio#speech-to-text#vector-search#webrtc#websocket