Projects

Corpus & Fact Layer:

Hybrid Retrieval & Answer Modes:

Claim-Level Verification:

Local Web Application:

Tech Stack:

PythonFastAPISSEReactTypeScriptDoclingHybridChunkerSQLite FTS5sqlite-vecAgentic RAG

Code

Multi-Agent Runtime & White-Box Observability:

Collaborative Orchestration & Conflict Resolution:

Structured Reporting & Citation Constraints:

High-Concurrency Data Processing Pipeline:

Tech Stack:

PythonPocketFlowMCPStreamlitTavilyAsyncAgentic RAGLLM

Code

Core Problem:

System Workflow:

Tech Stack:

PythonFastAPISQLiteLLM as JudgePrompt / Schema Eval

Project Background:

Technical Implementation:

Project Results:

Tech Stack:

MICEBoxCoxPCAElasticNetRandomForestXGBoostStacking

Project Background:

Technical Implementation:

Project Results:

Tech Stack:

PCALASSOGrid SearchWeb Scraping