At Apical S.r.l., I mapped operational workflows and wrote company Playbooks to standardize and optimize work processes during my curricular internship.
I also collected, cleaned, normalized, and integrated data from multiple channels, checking incoming information against established procedures and coordinating with internal and external contacts.
For my master's thesis, I designed and implemented a methodological framework to standardize fragmented information assets. I defined data models, taxonomies, and codebooks, and developed Python pipelines for data cleaning, metadata normalization, and quality checks.
In my projects, I analyzed MOOC interaction logs and documented the research as an open study on Zenodo, with code on GitHub. I also processed and classified text archives using NLP models and validated metadata and cataloguing criteria.
