Sara Capone Email & Phone Number

Abu Dhabi Emirate, United Arab Emirates

Rome, Italy

• Main activities:
• Industrialization of a DNN neural network to predict used vehicles prices. Achievements include: model optimization through feature engineering and hyperparameters tuning; ML pipeline automation by using Tensorflow.
• Development of a ML pipeline to identify car salespeople most likely to handle a new lead. Achievements include: exploration and analysis of salespeople's past lead management experience for feature creation.

Rome, Italy

• Main activities:
• ETL pipeline implementation using Google Kubernetes Cronjobs, BigQuery and other Google Cloud services. Achievements include the creation of a flow to provide data to Google Recommendations AI, through scheduled.
• Application of Google Cloud AutoML on computer vision tasks, such as the implementation of an object detection model on Google AutoML Vision and the implementation Python microservices for the model integration in an.
• Development of microservices architectures by using GCP services such as Kubernetes, Cloud functions and Cloud Run.
• Development of virtual assistants using Dialogflow as NLP engine. Achievements include the integration of chatbots in web sites and in Microsoft Teams using Microsoft Azure.

Rome, Italy

Master'S Degree, Mathematics, 110 Cum Laude

Thesis: “Topic modeling: Latent Dirichlet Allocation and hyperparameter optimization strategies”

Bachelor'S Degree, Mathematics, 104

Thesis: “Splitting methods for computing the matrix exponential.”