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adrmisty/README.md

Adriana R. Flórez

Software Engineer | NLP Specialist | Computational Linguist

I specialize in multilingual NLP techniques, and applied research in language technologies. I am a firm believer in tech for social good and ethical AI.

Experience

  • NLP Researcher Intern @ Vicomtech (Nov 2025 – Present) | Donostia, Spain
    • Neural topic modeling, RAG systems, and information extraction for EU R&D (EU-Farmbook).
    • x-AI and argument mining for medical NLP (IBERLEF2026 Shared Task 'GRACE').
  • Data Scientist Intern @ Bedrock (Mar – Jun 2024) | Gijón, Spain
    • B2B recommender systems and computer vision model optimization.
  • Front-End Developer Intern @ Transparent Edge (Jun – Sep 2023) | Remote
    • Front-end development for CDN infrastructure and API integration.

Education

  • MSc in Language and Communication Technologies (Erasmus Mundus) (2024 – 2026)
    • UPV/EHU (Spain) & Charles University (Czechia)
    • Thesis: Automated identification and adaptation prediction of loanwords in low-resource languages (Asturian, Basque, Greek).
  • BSc in Software Engineering (2020 – 2024)
    • University of Oviedo (Spain) & Virginia Tech (USA) & Haliç University (Türkiye)
    • Thesis: LLM-based automatic multilingual localization service for software applications.

Skills

  • AI & NLP: PyTorch, TensorFlow, Hugging Face, spaCy, NLTK, WhisperX, UDPipe, BERTopic, scikit-learn
  • Programming: Python, Java, C++, C#, Swift, JavaScript, HTML/CSS
  • Engineering: Git, Docker, Bash, FastAPI, Linux, MySQL, Oracle
  • Human Languages: Spanish & Asturian (Native), English (C2), Greek (B2), German (B1), French (A2), Basque (A1)

Connect

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  1. tfm-low-res-lexical-borrowings tfm-low-res-lexical-borrowings Public

    Repo for the development of my Master's thesis (ÚFAL / EHU) on 'Automatic detection and prediction of lexical borrowings in low-resource languages'.

    Python 1

  2. grace-iberlef26 grace-iberlef26 Public

    GRACE 'Granular Recognition of Argumentative Clinical Evidence' shared task work for IBERLEF26, with preliminary work on the CasiMedicos-Arg dataset

    Python 1

  3. doc-quality doc-quality Public

    Project for automatic document quality validation (structural & topical relevance).

    Python 1

  4. deep-learning deep-learning Public

    NPFL138 course projects @ ÚFAL Matfyz (Fall '24), taught by Milan Straka.

    Python 1

  5. synth-qa-RAG-dataset synth-qa-RAG-dataset Public

    Generation of a silver standard Q&A dataset for RAG evaluation.

    Python 1

  6. parallel-speech-data parallel-speech-data Public

    NPFL087 Machine Translation project for achievement of Spanish-Greek parallel audio dataset, taught by Ondřej Bojar.

    Jupyter Notebook 1