lenavolzhina / about.me

Extended CV

CV

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Publications, Articles & Posters

• Medium blog: lenavolzhina
• "Machine learning methods in weather forecasts" (Scopus)
• Master's thesis: "Machine learning methods in weather prediction problem" (pdf [ru])
• Article series at habr.com about recommender system at Stepik.org ([ru]): 1, 2, 3
• Bachelor's thesis: "Recommender system for educational content" (pdf [ru])
• Poster about geo-magnetic anomalies at RuSSIR 2015 (pdf [en])
• "Discovering geo-magnetic anomalies: a clustering-based approach" (IEEE Library)

Conference Presentations

• "How I tried to give up matplotlib" @ International Women's Day 14/03/20 video [ru]
• "How I tried to quit using Matplotlib" @ Pytup 26/02/20 slides [ru]
• "How many times have you tried to learn algorithms?" @ WTM Meetup #2 30/01/20 slides [ru]
• "How to build hyperlocal weather forecast with machine learning techniques on a global scale" @ PyConBY 22/02/20 video [ru], slides [en]
• "How to build hyperlocal weather forecast with machine learning techniques on a global scale" @ Pytup 23/11/19 video [ru]
• "Couple of words about motivation" @ Django Girls SPb #3 03/08/19 slides [ru]
• "Who needs algorithms?" @ PyLadies MSK Meetup #1 12/12/18 slides [ru]
• "How to combine physical models, machine learning and production performance" @ PiterPy 2018 02/11/18: description, slides & video
• "Where to start learning algorithms" @ PyLadies SPb Meetup #1 07/08/18: video [ru], slides [ru]

Participation in Conferences

• YaTalks 2019: Yandex.Weather stand
• PyCon.DE + PyData 2019: listener, notes
• DataFest 2019: Yandex.Weather stand
• PyCon.DE + PyData 2018: listener, notes (a lot of pictures)
• DataFest 2018: Yandex.Weather stand
• SEIM 2017: talk about my work on master's thesis
• RuSSIR 2015: poster (links above)

Online courses, books

• Soft Skills School 2020: certificates ru, en
• "Deep Learning" S.Nikolenko et al.: my notes & code
• Learning How to Learn: coursera
• Open Machine Learning Course: https://github.com/Yorko/mlcourse.ai
• Stepik.org: certificates

Others

• Medium blog: lenavolzhina
• HacktoberFest 2018 and 2019
• Django Girls Kazan workshop 31/08/19: organizer and mentor
• Django Girls SPb workshop 08/03/19: organizer and mentor
• Women Techmakers: ambassador and organizer of the WTM Moscow