Building end-to-end RAG pipelines for financial document understanding.
Background in audit & accounting.
Interested in LLM applications, data engineering,
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Bank-Annual-Report-10-K-RAG-Metric-Extraction
Bank-Annual-Report-10-K-RAG-Metric-Extraction PublicEnd-to-end RAG pipeline for extracting structured financial metrics (NII, NIM, ROA, ROE) from U.S. bank annual reports (10-K) using OCR, embeddings, FAISS, and local LLMs.
Python 1
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Yelp-Offline-Recommendation-Pipeline
Yelp-Offline-Recommendation-Pipeline PublicOffline Yelp recommender for Louisiana restaurant discovery, with candidate fusion, XGBoost rerank, QLoRA/DPO sidecar experiments, and release validation.
Python 1
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