About Me.
I am a computer scientist and data scientist. Currently I work as an natural language processing (NLP) applied scientist in projects on Document Processing at ♾️Fujitsu's Center of Excellence (CoE) (Data Intelligence).
In general, I am interested in the efficient exploitation of information in unstructured data, in particular, in the biomedical and social media domains, mainly in low resource languages and/or code-switching.
I also enjoy ...
- collecting and processing text data,
- creating corpora/datasets and
- building machine learning (ML) models.
Check my 📝CV Resume and 📚Publications.
Research & Projects...
My Ph.D. dissertation is on
ML approaches for topic discovery and sentiment analysis in multilingual/code-switched opinions and low-resource languages.Where I studied text written in English, Spanish, Guarani and Guarani-Spanish code-switching (called Jopará and sometimes Jehe'a).
➖ Here is my 🎓Google Scholar profile (publication's citations), my 💻LinkedIn profile (professional network) and 🔎ResearchGate profile (academic network).
➖ Also, check out my repositories of 🔓open-source code and 🤖open-source ML models, to see examples of my work. 🚨See our 🇵🇾 Paraguayan Guarani (gn) LLMs collection (including our set of pre-trained BERT models on only ~800K tokens from the Wikipedia) and choose the best one for you 🦾.
Paraguay.
I was born in Areguá and grew up in Luque near to Asunción, the capital city of Paraguay (in the heart of South America).
Get In Touch!
Vigo, Spain
marvin(hyphen)aguero(at){hotmail|outlook}(dot)com
marvin(dot)aguero(dot)torales(at)gmail(dot)com