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EPIC #587

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Feature #533: Authentication Hum Rahi

Epic: E2.2 AI-Powered Server Processing

Added by Islam Mansoori about 1 month ago. Updated 8 days ago.

Status:
To Do
Priority:
low
Assignee:
-
Target version:
Humrahi MVP
Start date:
04/03/2026
Due date:
% Done:

54%

Estimated time:
(Total: 0:00 h)
Reviewer:
Hamdan Iftikhar

Description

Epic: E2.2 AI-Powered Server Processing
Description: Implementation of the backend intelligence engine that ingests citizen-submitted data and applies Computer Vision (CV), Natural Language Processing (NLP), and Geospatial Analysis. This epic ensures every report is automatically categorized, prioritized by severity, and checked for duplication before being routed to emergency responders.

Subtasks 31 (14 open — 17 closed)

User Story #588: User Story 1 (BE): Secure Data Ingestion & Media OrchestrationTo Do

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Task #602: Create Multipart Incident API EndpointBackend completedzaid ali

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Task #603: Implement Local Media Storage ServiceBackend completedzaid ali

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Task #604: Persist Incident and Media MetadataBackend completedzaid ali

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Task #605: Trigger Asynchronous AI Processing via KafkaTo Dozaid ali

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User Story #589: User Story 2 (BE/AI): Image-Based Incident ClassificationTo Do

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Task #624: Integrate Computer Vision Model for Image ClassificationBackend completedYousuf Khan

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Task #625: Implement AI Response Parsing LogicBackend completedzaid ali

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Task #626: Implement Confidence Threshold Fallback LogicTo Dozaid ali

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Task #627: Trigger AI Processing After Media UploadBackend completedzaid ali

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Task #628: Persist AI Classification ResultsBackend completedzaid ali

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User Story #590: User Story 2 (BE/AI): Image-Based Incident ClassificationTo Do

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User Story #591: User Story 3 (BE/AI): Automatic Severity & Response LogicTo Do

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Task #629: Define Severity Enum and Mapping RulesBackend completedzaid ali

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Task #630: Implement AI-Based Severity Mapping LogicBackend completedzaid ali

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Task #631: Update Incident Entity with Severity and ActionBackend completedzaid ali

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User Story #632: Validate Rule Logic with Stakeholder RequirementsBackend completedzaid ali

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User Story #592: User Story 4 (BE/AI): Voice Note Transcription & NLP AnalysisTo Do04/03/2026

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Task #633: Integrate Speech-to-Text ServiceBackend completedMohammad Mohsin

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Task #634: Implement Kafka Listener for Audio ProcessingBackend completedzaid ali

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Task #635: Persist Transcription in AIAnalysis EntityBackend completedzaid ali

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Task #636: Implement Keyword Extraction LogicBackend completedMohammad Mohsin

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Task #637: Implement Error Handling for Audio Processing FailuresBackend completedMohammad Mohsin

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Sub Task #643: Roman Script Convert English TextBackend completedMohammad Mohsin04/03/2026

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User Story #593: User Story 5 (BE): Geospatial Duplicate DetectionTo Do

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Task #638: Implement Distance Calculation LogicTo DoYousuf Khan

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Task #639: Implement Time Window FilteringTo DoYousuf Khan

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Task #640: Implement Duplicate Detection QueryTo DoYousuf Khan

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Task #641: Persist Duplicate Flag in Incident EntityTo DoYousuf Khan

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Task #642: Optimize Spatial Query PerformanceTo DoYousuf Khan

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User Story #594: User Story 6 (BE/INFRA): Real-time Dispatch to Police PanelTo Do

Actions
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