Valentina Feruere

Valentina Feruere

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Software developer
Bogota D.C., Colombia

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Jobs verified_user 0% verified
  • Close
    Full-Stack Developer
    Close
    Oct 2022 - May 2023 (8 months)
    Role: Backendand Frontend development. AWS architecture design and implementation. ChatGPT and Midjourney prompt engineer. OpenAI API integration. IAM Engineer. API design and implementation. Languages,Tools and Libraries: Python,VueJs, AWS Lambda, AWS DynamoDB, AWS S3, AWS Cloudfront, AWS Api Gateway, AWS Cognito WORKEXPERIENCE
  • Mercado Libre
    Machine Learning Engineer
    Mercado Libre
    Dec 2021 - Apr 2023 (1 year 5 months)
    Role: Stateof Art research, Data analysis, model design and training, model development. AutoCatalogoRole: Design,development, training and deployment of a model that detects the similarity of two products in the marketplace. ClipolaRole: Extractionand transformation of image data. fine-tuning of the model for image classification. ForecastingRole: Implementationof forecast models, time series analysis and clustering. OptimizaMORRole: Modelimplementation for classification. Languages,Tools and Libraries: Flask,Python, Pandas, Numpy, HuggingFace, sentence-transformers, PyTorch, Scikit-Learn, Darts.
  • Mercado Libre
    Machine Learning Ops Engineer
    Mercado Libre
    Dec 2020 - Dec 2021 (1 year 1 month)
    Role: Developmentof tools and libraries for deployment of machine learning models on a large scale. Languages,Tools and Libraries: Flask,Python, AWS (EC2, S3, SageMaker), Docker.
  • Time Manager Web
    Full-Stack Developer and Machine Learning Engineer
    Time Manager Web
    May 2020 - Sep 2020 (5 months)
    Word2Vec model design and development for sentence prediction. NN deployed on AWS. API development. Building and deploying a ML model for next word prediction.
  • Fondecol
    Scotiabank Colpatria S.A
    Full-Stack Developer
    Fondecol, Scotiabank Colpatria S.A
    Feb 2020 - May 2020 (4 months)
    Role: Full-stack development of a web application for checking the state of the loans of the private fund of employees in ScotiaBank Colpatria.
Education verified_user 0% verified
  • Pontificia Universidad Javeriana
    Bachelor of Engineering
    Pontificia Universidad Javeriana
    Jan 2016 - Jun 2021 (5 years 6 months)
Awards verified_user 0% verified
  • Pontificia Universidad Javeriana
    Mención de honor a trabajo de grado
    Pontificia Universidad Javeriana
    Sep 2021
Publications verified_user 0% verified
  • Medium
    Fine-Tuning a YOLOS model for object detection on a fashion dataset
    Medium
    Jan 2023
    YOLOS is a model proposed in You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection. The model originally just predicts a limited range of categories, in this article, we will learn how to fine-tune the model in order to predict categories for fashion.