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1. Interpreter Interpreter Public

   Local-first ES↔EN speech interpreter for medical and legal settings. Whisper + a local LLM with a forced glossary, bilingual dialogue memory and RAG over case documents, plus an agent layer that me…

   Python

2. leak-free-pipeline leak-free-pipeline Public

   Dataset-agnostic gradient boosting for entity-and-event problems. Each case is one config file; the core names no column. Leak-free history features, honest temporal validation, and thresholds chos…

   Jupyter Notebook

3. survey-sentiment-insights survey-sentiment-insights Public

   Local sentiment and topic analysis for open-ended survey answers (EN/ES). Benchmarks 8 engines, from TF-IDF classifiers to XLM-RoBERTa and a local LLM, against human labels, with confidence cascade…

   Jupyter Notebook