Benjamín Ramírez González, Phd Email & Phone Number

Madrid, Community Of Madrid, Spain

- Currently, applying LLMs technology: automatic summary of conversations, intelligent text search based on text embeddings...- Designed, trained and evaluated the NLP models of Aircall's transcription engine: models for addition of punctuation marks, capitalization, and rescoring of alternative transcriptions, in English (RNNs trained in PyTorch with ~100M tokens)- Fine-tuned BERT for NER and emotion identification in English, French and Spanish (with HuggingFace libraries and ~2M tokens)- Exploration of large collections of conversations (~100K): clustering of texts, extraction of relevant terms, identification of problematic conversations with sentiment analysis

Alcobendas Area, Spain

- Designed, trained and evaluated the models used for classification of legal documents in the Onesait Language product (NNs trained in Tensorflow with ~10K documents)- Designed, trained and evaluated the models used for NER in legal documents in the Onesait Language product (RNNs trained in Tensorflow with ~100M tokens)- Designed, implemented and evaluated the rule-based engine used for NER by the Onesait Language product in combination with the neural-based one

Las Rozas De Madrid Area, Spain

- Led development team of chatbots (~10 members). Developed ~30 chatbots (9 different languages, ~50 intents, ~10K training sentences per chatbot)- Led development team of morphosyntactically annotated lexicons (~10 members). Developed 20+ languages (including Indian, Turkic, Native American languages...)

Las Rozas De Madrid Area, Spain

- Developed grammars, lexicons and rules for the Bitext rule-based services for sentiment analysis, NER and text classification

Madrid Y Alrededores, España

Software Developer in QVD Project (http://theqvd.com/en), a Linux desktop virtualization system

Pozuelo De Alarcón Y Alrededores, España

Madrid Area, Spain

Development of a system for automatic morphological tagging for the Corpus para el Diccionario Histórico (CDH) in the Computational Linguistics Department

Doctor Of Philosophy (Phd), Lingüística Computacional, Highest

Thesis Title: SSG: Simplified Spanish Grammar. An HPSG Spanish Grammar with a reduced computational cost. Official date of the defense.

Master'S Degree, Theoretical And Computational Linguistics, A

MA Thesis Title: An HPSG Spanish Grammar for LKB

Bachelor'S Degree, Spanish Philology, A