Released · Portfolio Demo

Mohammad Ahmadian

Enterprise Document Intelligence Platform

Enterprise-Grade Intelligent Document Processing — OCR/text extraction, semantic search, RAG with citations, and structured field extraction.

Performance Dashboard Architecture README

Pipeline

Custom RAG orchestration — not a prompt wrapper.

Ingest PDF/TXTExtractChunkEmbedRetrieveCiteFastAPI

Evaluation snapshot

Metrics written after real eval runs — see reports/EVALUATION_REPORT.md

Retrieval Hit Rate
1.00
Citation Coverage
1.00
Faithfulness
1.00

Source: reports/metrics/eval_metrics.json (sample corpus eval).

Integrity

Run

set PYTHONPATH=src
python scripts/build_index_and_eval.py
uvicorn docintel.api.main:app --app-dir src --port 8000
# http://localhost:8000/docs