Experience

• 

  Surmile

  Jan 2020 - Jun 2021

  Full stack developer

  Surmile is an e-commerce based startup based in Barcelona. There, I was mostly responsible for:● Backend and database maintenance.● Integration with several external API.● Set up continuous deployment to Azure using GitHub Actions and Azure pipelines.● Front end improvements (React.js) and mobile app (React Native).

• 

  Telefonica

  Aug 2023 - Jan 2024

  Data scientist | master thesis student

  ● Master's thesis (10/10 grade): Compressing network data with deep learning. Completed under the Tutorias program together with UPC.● Used Deep Learning and more specifically Transformers and LLMs on a large-scale mobile network data prediction and compression● Implemented several PyTorch variations of neural network entropy encoders, most notably ones using Llama, Gpt2 and custom Transformers

• 

  Sdg group

  Jan 2024 - Apr 2024

  Data scientist consultant
• 

  Reply

  May 2024 - now

  Data scientist consultant