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Javier Muñoz RamónJM

Javier Muñoz Ramón

AI/ML Engineer | Data Science | Localization

€160/day
Barcelona, ES
0-2 years

Average response time: 1 hour

About Javier

Ingeniero especializado en IA y NLP con más de 5 años de experiencia en el sector tecnológico multilingüe. Mi foco es transformar datos complejos en soluciones automatizadas mediante Python. He optimizado infraestructuras y desplegado modelos de IA para empresas internacionales como Playrix y FOREO.

Mi espectro de habilidades incluye: desarrollo avanzado en Python, arquitecturas RAG (Retrieval-Augmented Generation), implementación de LLMs y procesamiento de grandes volúmenes de datos. También estoy especializándome en el despliegue en la nube (AWS) y la contenedorización con Docker. Si buscas automatizar flujos de trabajo inteligentes o implementar IA en tu producto, puedo ayudarte a hacerlo realidad de forma escalable.
  • Spanish

    Native or bilingual

  • Catalan

    Native or bilingual

  • English

    Fluent

  • Italian

    Basic

  • Japanese

    Basic

Remote only
Primarily works remotely

Experience

  • FOREO
    AI/ML Engineering internship
    September 2025 - February 2026 (5 months)
    • • Testing multiple language models in a prototype with MT metrics and comparing elapsed times and latency
    • • Improving scores by aligning the corpus
    • • Trying different sampling methods numbers
    • • Adding Multimodal models for audio, video and images to the application
    • • Building an MVP and deploying it in HuggingFace
    • • Improving efficiency and scores with RAG to also preserve tone and style
    • • Learning how to deploy it with Google Kubernetes Engine
    LLM Machine learning Data science Regular Expressions Web scraping
  • Playrix
    Localization Engineer
    September 2024 - July 2025 (10 months)
    • • Leading the migration to the memoQ Cloud TMS and its management
    • • Ensuring all integrations work properly (API connections and MT plugins)
    • • Troubleshooting
    • • Training my colleagues on CAT tools features
    • • Documenting and updating the Knowledge Base
    TMS CAT tools AI Workflows API Integrations Asana
  • TransPerfect
    Localization Engineer
    November 2019 - March 2024 (4 years and 4 months)
    Barcelona, Spain
    • • Preparation of files from multiple formats, usually exported from web apps (XML, JSON, PO, XLF, HTML, XLSX, and so on), using custom RegEx parsers
    • • Post-processing of translated bilingual files and the technical QA prior to delivery
    • • TM management, and MT and TTS technologies usage
    • • Quoting files from the aforementioned types
    • • Creation of my own BAT files and Python scripts in order to automate recurrent tasks during format management
    CAT tools Python Regular Expressions TMS Natural Language Processing (NLP)

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Education

  • Master's Degree in Data Science
    Master's Degree in Data Science
  • Intermediate Python SQL Fundamentals Python Data Structures Large Language Models: Text Classification for NLP using BERT Python Programming Fundamentals
    Intermediate Python SQL Fundamentals Python Data Structures Large Language Models: Text Classification for NLP using BERT Python Programming Fundamentals

Skill set

Categories