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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

Freelancer profile translated to English.
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About Javier

Engineer specialized in AI and NLP with over 5 years of experience in the multilingual tech sector. My focus is on transforming complex data into automated solutions using Python. I have optimized infrastructures and deployed AI models for international companies like Playrix and FOREO.

My skill set includes: advanced Python development, RAG (Retrieval-Augmented Generation) architectures, LLM implementation, and big data processing. I am also specializing in cloud deployment (AWS) and containerization with Docker. If you're looking to automate intelligent workflows or implement AI in your product, I can help you make it a reality in a scalable way.
  • 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

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