PROJECTS / WHAT I BUILD

Projects

Things I've built, shipped, and learned from.

03 CASE STUDIES

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AI System

RAG & Information Retrievalshipped

Enterprise RAG & Empirical Evaluation Pipeline

Enterprise-grade Retrieval-Augmented Generation system with Hybrid Search (Dense + BM25), neural cross-encoder reranking, and continuous RAGAS evaluation.

PythonQdrant / PgVectorBM25 Sparse SearchCross-Encoder RerankerRAGAS FrameworkDocker

CASE STUDY ◉ GITHUB

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AI Agent

AI Agents & Protocolsshipped

Enterprise Slack Model Context Protocol (MCP) Server

Production-ready Model Context Protocol server enabling Claude, Antigravity, and AI Agents to securely inspect Slack channels, send messages, and dispatch Block Kit rich alerts.

PythonAnthropic MCP SDKSlack Web APIBlock KitAsyncIOPytest

CASE STUDY ◉ GITHUB

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AI System

AI Engineering & Databasesshipped

Natural Language → SQL with Clarification Engine

Production-grade Text-to-SQL system with proactive ambiguity detection, AST safety validator, and read-only query execution across 1.55M+ relational e-commerce records.

PythonFastAPIPostgreSQLsqlglotPydanticPytestDocker

CASE STUDY ◉ GITHUB

3 OF 3 PROJECTS DISPLAYED ✓