AI Research Intelligence and Data Query PlatformAI Research Intelligence and Data Query Platform
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sharjeel mansha
โ€ข 14h
๐€๐ˆ ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐ˆ๐ง๐ญ๐ž๐ฅ๐ฅ๐ข๐ ๐ž๐ง๐œ๐ž & ๐ƒ๐š๐ญ๐š ๐๐ฎ๐ž๐ซ๐ฒ ๐๐ฅ๐š๐ญ๐Ÿ๐จ๐ซ๐ฆ
I built an AI-powered research intelligence platform that helps analysts and business teams query complex datasets through a single conversational interface.
๐“๐ก๐ž ๐๐ซ๐จ๐›๐ฅ๐ž๐ฆ
Research teams often work across disconnected databases, reports, spreadsheets, dashboards, and documents. This slows analysis, makes cross-source searching difficult, and can reduce trust in AI-generated answers.
๐“๐ก๐ž ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง
The platform combines RAG, AI agents, natural-language-to-SQL, structured and unstructured retrieval, source attribution, confidence scoring, and evaluation pipelines.
Users can ask a business question in natural language, and the system decides whether to search documents, query databases, run SQL, or combine multiple sources before returning an evidence-backed answer.
๐€๐œ๐œ๐ฎ๐ซ๐š๐œ๐ฒ & ๐๐ซ๐จ๐๐ฎ๐œ๐ญ ๐„๐ฑ๐ฉ๐ž๐ซ๐ข๐ž๐ง๐œ๐ž The system evaluates answer correctness, retrieval quality, SQL accuracy, source relevance, hallucination risk, and response performance. Low-confidence results are captured for review and continuous improvement.
The frontend is built with React + TypeScript and includes AI chat, dataset exploration, source references, analytics, evaluation dashboards, and real-time updates.
๐๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐•๐š๐ฅ๐ฎ๐ž
The platform helps teams analyze data faster, reduce manual SQL work, improve trust in AI outputs, and uncover insights across multiple data sources.
๐“๐ž๐œ๐ก ๐’๐ญ๐š๐œ๐ค: ๐‘๐ž๐š๐œ๐ญ โ€ข ๐“๐ฒ๐ฉ๐ž๐’๐œ๐ซ๐ข๐ฉ๐ญ โ€ข ๐๐ฒ๐ญ๐ก๐จ๐ง โ€ข ๐๐จ๐ฌ๐ญ๐ ๐ซ๐ž๐’๐๐‹ โ€ข ๐‘๐€๐† โ€ข ๐•๐ž๐œ๐ญ๐จ๐ซ ๐’๐ž๐š๐ซ๐œ๐ก โ€ข ๐‹๐‹๐Œ ๐€๐ ๐ž๐ง๐ญ๐ฌ โ€ข ๐’๐๐‹ โ€ข ๐€๐๐ˆ๐ฌ โ€ข ๐„๐ฏ๐š๐ฅ ๐๐ข๐ฉ๐ž๐ฅ๐ข๐ง๐ž๐ฌ
AI Engineer DevOpsFull Stack DevelopmentClaudeReactTypeScript
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