Jiali Mei
Experience
- 2018-Now
- Shift Technology (Paris) Researcher
- 2015-2017
- EDF Lab Paris-Saclay (Palaiseau) Research engineer/Ph.D. student
- Proposed innovative statistical models for electricity consumption
- Developed an R package including invented algorithms and experimental procedures
- Wrote and published scientific articles
- Filed a patent: Procédé d’estimation de consommation/production de fluides/effluents à partir de mesures partielles
- 2015-2016
- IUT Sceaux (Sceaux) Teaching assistant in mathematics for undergraduate students
- 2014 (9 months)
- DataKnowledge (Paris) Data scientist
- 2012-2014
- RiskDesign (Levallois-Perret) Internship in financial engineering
- Developed a financial product pricing system for wealth management advisers
- Internship extended into a collaboration as independant contractor
Education
- 2014-2017
- Université Paris-Sud (Orsay) Ph.D. in statistics
Generalized spatio-temporal estimation of electricity consumption,
under the supervision of Yohann de Castro
- 2012-2014
- ENSAE ParisTech (Malakoff) Diplôme d’Économiste Statisticien
Master’s degree with specialization in Statistics
- 2009-2014
- École Polytechnique (Palaiseau) Engineer’s Degree
Specialization in Quantitative Economics and Finance
Skills
- Programming
- C#, R, Python, C++, Matlab
- Languages
- Chinese, English (bilingual), French (bilingual), Japanese (notions)
Scientific communications
Publications
- Mei, J., Y., Goude, Hébrail, G., and Kong, N., Spatial estimation of electricity consumption using socio-demographic information APPEEC, 2016. [link]
- Mei, J., de Castro, Y., Goude, Y., and Hébrail, G., Nonnegative matrix factorization for time series recovery from a few temporal aggregates ICML, 2017. [link]
- Mei, J., de Castro, Y., Goude, Y., Hébrail, G., and Azaïs J-M., Nonnegative matrix factorization with side information for time series recovery and prediction IEEE Transactions on Knowledge and Data Engineering, 2018. [link]
Technical presentations
- Journées de Méthodologie Statistique de l’INSEE, Paris, Avril 2015
- Journée des doctorants en Proba-Stat, Orsay, Juin 2016
- Paris Machine Learning Meetup, Paris, Décembre 2016
- Rencontres des Jeunes Statisticiens de la SFdS, Porquerolles, Avril 2017
Contact me: jiali.mei at m4x.org