Works


Research

    Mathematics - Informatics - Linguistics
  • - Statistics, Parametric and non-parametric models
    • Penalised Logistic Regression (L1 - L2 norm), Hidden Markov Models
    • Deep Neural Networks (CNN, RNN, LSTM, GAN), Empirical Likelihood
  • - Computer Science : Classical/Stochastic Gradient Descent algorithms, Python programing (pyspark, sklearn, keras, tensorflow, scipy, numpy, numba, nltk, pandas) corpora Extraction (bi-texts), cleaning and pre-processings. Alignement (in progress..)
  • - linguistics : Natural Language Processing (TALN). Low level" processing, lexical level, morphological level, syntactic, semantic and pragmatical level.

Teaching

Teaching assistantship in Mathematics
  • Statistics for third year of bachelor’s degree in management (2019/2020)
  • Statistics for third year of bachelor’s degree in management(2018/2019)
  • Analysis for first year of bachelor's degree in economics(2017 /2018)

Colloquium, Conference and Seminars


Projets professionnels


February 2017 (4-month FTC)
Project Manager, Dalink Conseil, Direction « R&D » - Poissy, France.

  • - Project management in "digital transformation" – Innovative new product integration
  • - Market analysis: economic impact and feasibility analysis
    • * Minutes of meetings with investors, suppliers and customers
    • * Governance: Subdivision of the project into sub-projects, task allocation and workload estimation
    • * Control and dashboards: Budget, monitoring of piloting committees, reportings
  • - Tools: Excel, VBA, R and InDesign

April 2016 (6-months of Internship)
Actuarial studies, La Mutuelle Générale, technical Direction, « Individual pension plans and collective contracts » Departement
(Prévoyance individuelle et Contrats Collectifs)

  • - Drifts of average costs studying in "collective health", on one of the major accounts:
    • * Construction, databases processing and management (BO and SQL)
    • * Statistics: Analysis and data exploration - Data Mining (SAS, R)
    • * Study of insured expenses, Probabilistic loss experience modeling
    • * Reporting automatization (VBA), performance measurement and optimization
  • - Tools used : BO, SQL, SAS Guide, Excel, VBA

About

Programming

Vide, quantum, inquam, fallare, Torquate. oratio me istius philosophi non offendit; nam et complectitur verbis, quod vult, et dicit plane, quod intellegam; et tamen ego a philosopho, si afferat eloquentiam, non asperner.

Natural Language Processing

Vide, quantum, inquam, fallare, Torquate. oratio me istius philosophi non offendit; nam et complectitur verbis, quod vult, et dicit plane, quod intellegam; et tamen ego a philosopho.

Others

Curriculum Vitae

Vide, quantum, inquam, fallare, Torquate. oratio me istius philosophi non offendit; nam et complectitur verbis, quod vult, et dicit plane, quod intellegam; et tamen ego a philosopho, si afferat eloquentiam, non asperner.