Resume analysis pipeline that extracts structured skills from unstructured documents and benchmarks them against market-demand data across 20+ candidate profiles. → Full data pipeline: document ingestion → semantic chunking → embedding generation → vector retrieval → competency scoring → Weighted output scoring across skills vs market demand Stack: LangChain · NLP · Vector Database · Embedding Pipeline