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Sara Marín López

AI & MLOps Engineer
  • Tarifa aproximada
    280 € /día
  • Experiencia3-7 años
  • Tasa de respuesta31%
  • Tiempo de respuestaAlgunos días
El proyecto se dará por comenzado una vez hayas aceptado el presupuesto de Sara.
Localización y desplazamiento
Localización
Cádiz, España
Puede trabajar en tus oficinas en
  • Cádiz y alrededores (hasta 20 kms)
Verificaciones

Código de conducta freelance firmado

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30Seguidores
24Repositorios
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Habilidades profesionales
Sara en pocas palabras
As an AI & MLOps Engineer, I am dedicated to solving complex problems and facilitating decision-making through a scientific approach

𝗧𝗲𝗰𝗵 𝘀𝗸𝗶𝗹𝗹𝘀:
🔹 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀: Python (scikit-learn, numpy, pandas, beautifulsoup...), R (dplyr, ggplot, forecast, caret...), SQL (data extraction)
🔹 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴: Classification, Regression, Forecasting, Deep Learning
🔹 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀 (𝗟𝗟𝗠𝘀): prompt engineering, RAG (Retrieval-Augmented Generation)
🔹 𝗩𝗲𝗿𝘀𝗶𝗼𝗻 𝗖𝗼𝗻𝘁𝗿𝗼𝗹: Git, GitHub
🔹 𝗖𝗹𝗼𝘂𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴: AWS (EC2, S3, Lambda, EventBridge...), Google Cloud (GCP) (Vertex AI)
🔹 𝗖𝗼𝗻𝘁𝗮𝗶𝗻𝗲𝗿 𝗧𝗲𝗰𝗵: Docker
🔹 𝗠𝗼𝗱𝗲𝗹 𝗧𝗿𝗮𝗰𝗸𝗶𝗻𝗴 & 𝗠𝗟 𝗢𝗽𝘀: MLflow, prefect
🔹 𝐂𝐈/𝐂𝐃 & 𝗠𝗼𝗱𝗲𝗹 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁: GitHub Actions, Pytest, FastAPI
🔹 𝗗𝗮𝘁𝗮 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 & 𝗗𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱𝗶𝗻𝗴: Tableau, Shiny, Plotly
🔹 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 & 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗧𝗼𝗼𝗹𝘀: OpenSesame, GuidedTrack, MTurk, Prolific

𝗙𝗲𝗲𝗹 𝗳𝗿𝗲𝗲 𝘁𝗼 𝗵𝗮𝘃𝗲 𝗮 𝗹𝗼𝗼𝗸 𝗮𝘁 𝘄𝗵𝗮𝘁 𝗜 𝗱𝗼 𝗯𝘆 𝗰𝗵𝗲𝗰𝗸𝗶𝗻𝗴 𝗼𝘂𝘁 𝗺𝘆 𝗚𝗶𝘁𝗛𝘂𝗯 𝗽𝗿𝗼𝗳𝗶𝗹𝗲
• G͇i͇t͇h͇u͇b͇:
Experiencia
  • INSUS
    AI & MLOps Engineer
    MEDIO AMBIENTE
    marzo de 2024 - Hoy (11 meses)
    AI & MLOps Engineer | Machine Learning | Pipeline Automation | Model deployment & Monitoring | Python Developer | Generative AI
  • Adevinta Spain
    Data Specialist
    E-COMMERCE
    enero de 2021 - junio de 2023 (2 años y 5 meses)
    Barcelona, CT, España
    My responsibilities included collecting and analyzing data, as well as improving the efficiency and automation of various data-related processes in accordance with the DevOps methodology. I strived to provide valuable insights for the advertising team, enabling the department to make decisions based on a scientific approach.

    • Tech skills: Python, R, SQL, AWS, Git, Tableau
    Python r SQL AWS Git Tableau
  • Adevinta Spain
    Project Manager & Data Analyst
    E-COMMERCE
    enero de 2020 - junio de 2020 (5 meses)
    Barcelona, España
    I managed projects for different departments, was in charge of the advertising data warehouse and designed data pipelines able to ingest and use data from heterogeneous inputs.
    Análisis de datos
Recomendaciones externas
Formación
  • Postgraduate certificate statistics
    UNED
    2016
    Studied both classical and robust methods from a theoretical and practical standpoint.
  • PhD Social psychology
    Universidad de Valencia
    Our team carried out different social experiments about decision making and cooperative behaviour
  • Licenciate Psychology
    UNED
    2011
    Trained different skills to analyze, interpret, understand and explain human behavior in different personal and social contexts.
  • Data Analyst & Machine Learning
    Ubiqum Code Academy
    2018
    800 hours Bootcamp on data analysis and big data dealing with real business-case projects : - Understanding Customer-Buying Patterns - Recommendation system (market basket analysis) - Household electricity consumption forecasting - WIFI Indoor Positioning System - Sentiment analysis with AWS