Simon Kern
Data Scientist | AI Free Lancer
Salaire / Taux journalier
Paris, France
Freelance
À distance uniquement
Expertises
Langues
Expérience de travail
Data Scientist
Hippo Insurance
mai 2021 - déc. 2023
2 ans 8 mois
Tel-Aviv, Israël
Customer Revalorization and Retention with GLMs (priority ranking and lift optimization). Lead Scoring for Marketing, Generalized Lead Score based on propensity to buy and lifetime value. Topic Modeling for Claims segmentation, automation of Claims management and Clustering.
Data Scientist
vBrand
mars 2020 - mars 2021
1 an 1 mois
Tel-Aviv, Israël
TV Stream Segmentation for Broadcasters Design of Custom Metrics, Complex Pipelines and Optimization of existing models. Dual LSTM Inference for TV Stream Categorization and Results Aggregation for Segmentation.
Outbrain
févr. 2019 - mars 2020
1 an 2 mois
Tel-Aviv, Israël
Data Scientist
août 2019 - mars 2020
8 mois
Tel-Aviv, Israël
Click-Conversion optimization, CVR prediction, Spark, Flow optimization, NLP.
Data Scientist NLP
mars 2019 - août 2019
6 mois
Tel-Aviv, Israël
Internship in NLP Team - Text Classification, Word Embeddings, Image Embeddings based on textual descriptions, BERT, NER.
Data Science Project
févr. 2019 - mars 2019
2 mois
Tel-Aviv, Israël
NLP Project - Text Classification - 5 Weeks Document Classification with different ML models (SVM, LogReg, Naive Bayes).
Data Scientist Intern
Groupe BPCE
févr. 2018 - août 2018
7 mois
Paris Area, France
Data Scientist Intern - Fight Against Terrorist Financing (FATF) During my internship at BPCE, I worked in the Big Data team of the DRCPC (Department of Risk, Compliance and Permanent Control). I first studied about Graph Theory and Community Detection and then wrote a state of the art for Community Detection. Then I build a global model of detection of terrorist financing based on Louvain's Algorithm. The results where integrated to the general project of FATF through a web application I helped to develop in Shiny (interactive graph visualization, dynamic calculation, ...). Through this I used skills in scientific research and writing, coding in R for modeling, igraph package, SQL data handling, and Shiny data visualization.
Formation
Israel Tech Challenge <itc>
Fellows Data Science, Data Science
2018 - 2020
2 ans
ITC Fellows program - Data Science track is an elite 10-month training course & paid internship for excellent STEM graduates who aspire to launch a rewarding career as Data Scientists in hi-tech and specialize in one of two of the most in demand specialties in the industry - Computer Vision and NLP.
Télécom SudParis
Engineer's degree, Modeling, Statistics and Applications
2015 - 2019
4 ans
Activités et associations : - President of Shalom Telecom association. - Responsible for Campus relations with students.
Telecom SudParis, established in 1979 as the Institut national des télécommunications (INT), is a Grande École which belongs to the Institut Mines-Télécom (IMT) Group. As a "Grande Ecole", it trains tomorrow’s elite engineers and managers in the field of digital sciences and technology. Speciality in MSA: Modeling, Statistics and Applied mathematics (Data Science and Finance). Courses: Mathematics (Probabilities, Statistics, Data Analysis), Physics (Hyper Frequency, Optic, Electronics), Networks (Data Networks, Communication Networks, Graph Theory), Computer Science (Systemes and Language of programmation, C, R, Java, Web developpement).
Technion - Israel Institute of Technology
Academic Exchange, Machine Learning, Algorithmics, Probabilities.
2017 - 2018
1 an
Academic Exchange as part of the Degree in Telecom Sudparis. During this semester abroad, I was studying Machine Learning, Algorithmics, Probabilities, Finance and Stochastic Processes at the Technion Institute of Technology, a science and technology research university, among the world’s top ten. The Technion is dedicated to the creation of knowledge and the development of human capital and leadership, for the advancement of the State of Israel and all humanity.
Lycee Louis Pasteur
Classe préparatoire, MPSI / MP
2013 - 2016
3 ans
Scientific Preparation Classes - Mathematics, Physics and Computer Science. Equivalent to a BA degree. Two years preparation towards the competitve exams for the French "Grandes Ecoles" of Engineering. Intense program in Mathematics, Physics, Computer Science and Engineer Sciences.
Licences et certifications
NLP with Python for Machine Learning Essential Training
Délivré le : avr. 2019
Neural Nets and Convolutional Nets
Délivré le : févr. 2019
Portfolio
Development of an AI content creation platform - End to End
