← Back
Technical Lead · M2P Fintech
Document Intelligence Platform
Multi-model document intelligence pipeline trained for 120+ countries, live across 10+, processing 3M+ documents/month at 99%+ extraction accuracy.
PythonLayoutLMv3PyTorchOpenSearchFAISSLangChainBedrockFastAPIAWS
What I shipped
- 01
New document types onboarded in under 2 hours via CNN classifier + LayoutLMv3 fine-tuning
- 02
Hybrid retrieval on OpenSearch + FAISS with S3 + PostgreSQL storage
- 03
LLM-augmented extraction via LangChain, LlamaIndex, OpenAI, Bedrock & Gemini
- 04
FastAPI microservices on Docker / AWS