Outamation (through Extern)
An externship with Outamation, run through Extern, building AI workflows for document processing and retrieval.
What I worked on
- Built Python workflows for document classification and data extraction using NLP, computer vision, PyMuPDF, and OCR.
- Developed a LlamaIndex retrieval-augmented generation (RAG) system for searching mortgage documents and evaluated open-source AI models.
- Compiled a technical report comparing document-processing models, implementation challenges, optimization approaches, and deployment considerations.