Hi, I'm Alberto 👩‍💻

Data Analyst/Data Scientist

About Me:

💻 I am a Data Analyst/Data Scientist at Link Redglue, a Portuguese consulting firm;
🎓 I did a Master's Degree in Data Science and Advanced Analytics, with a Major in Data Science, in Nova IMS, Lisbon;
📝 For my Master's thesis, I used Hugging Face’s multilingual BERT and spaCy’s monolingual and multilingual models to measure emotional content in political speeches from transcripts in 21 official languages of the European Parliament;
👀 I am seeking a more dedicated Data Science role to apply and advance the skills honed throughout my Master’s studies;
❔ The available repositories are most projects I developed during my academic path in Data Science.

Skills:

🤗 Connect with me:

Alberto Parenti's Projects

bsc-thesis

Applied text mining techniques to compare the sentiment analysis about Donald Trump and Joe Biden during the last American elections after having extracted a sample of more than two million tweets.

cifo-project

Solved the route inspection problem, known as the Chinese postman problem, applying genetic algorithms.

Developed a Customer Segmentation for a fictional insurance company by using, in one case, the combination of the K-means algorithm and the hierarchical clustering and in the other one K-Prototypes. Final clusters achieved crossing the results from both segmentations.

data-visualization-project

Deployed dashboard app in Heroku about Crypto subreddits.

deep-learning-project

A Generative Adversarial Network (GAN) for the generation of deepfakes developed using Keras.

machine-learning-project

Applied numerous algorithm models to solve a binary classification problem of predicting if any given prospective customer converts to a sale, through the company’s online sales channel.