RESUME
EXPERIENCE
Outreachy Intern May 2021 - Aug 2021
Outreachy | Wikimedia Foundation, Remote
● Implemented a Python package to load, parse and convert Wikimedia SQL dump files to other formats
● Wrote a notebook tutorial that shows how to access dumps in XML and SQL as well as through different API endpoints and combine the data into a single dataset
● Wrote a notebook tutorial that helps users decide between PAWS and Toolforge, and that serves as an introduction to both
● Hosted a lightning talk at Wikimania ‘21: From Encyclopedia to Big Data: Past, present, and future of Wikipedia data as a research source
● Hosted a presentation at Wikimania ‘21 Hackathon: Presenting mwsql: a new Python library for working with Wikimedia SQL dumps
Linguistic Data Analyst Jan 2020 - Present
Wonderflow, Remote
Wonderflow is an AI-driven customer feedback platform that analyzes unstructured data from multiple sources to help brands improve the overall customer experience.
● Performed quality assessment and error analysis of NLP algorithms in the domain of aspect-based sentiment analysis
● Supported the optimization of company ontologies and taxonomies
● Provided linguistic analysis of textual data
Assistant Technical Content Editor Aug 2019 - Nov 2019
Dataquest is a leading data science online learning platform.
● Helped identify actionable improvements on teaching methodologies and coding exercises for pre-release courses on Probability, Statistics, Python, and R
● Ideated breaking and non-breaking code changes to test the robustness of the answer checker and filed bug reports
● Proofread and copy-edited 20+ data science and engineering courses
● Interacted with users in the community forum as a learning assistant
https://community.dataquest.io/u/slavina/summary
Writer, Editor & Consultant Sep 2015 - Present
Self-employed
● Wrote and edited user manuals, product documentation, quick-start guides, and training materials
● Helped companies establish good internal documentation practices
● Assisted international clients in creating technical, business & marketing documentation
Wine Industry Professional 2009 - Sep 2015
Various employers
● Involved in hands-on boutique and commercial-scale winemaking, day-to-day operations management, international consulting, and sales and marketing roles
● Developed QA systems and procedures
● Onboarded and trained seasonal staff
EDUCATION
Bachelor of Science (B.S.) –
Computer Science & Applied Math Sep 2020 - Dec 2023 (Expected)
University of Stockholm, Sweden
Bachelor of Science (B.S.) - Biology 2007
University of Barcelona, Spain
SKILLS
Languages: Python, JavaScript, SQL, HTML, CSS
Libraries/Tools: Jupyter notebooks, Numpy, Pandas, Scikit-learn, Matplotlib, Fastai
Docs: Sphinx, Markdown, reStructuredText
Version Control/Collaboration: git, GitHub, Phabricator, Trello, Notion, Google Suite
LANGUAGES
Native: Swedish
Fluent: English, French, Spanish
Intermediate: German, Bulgarian
Basic: Chinese