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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