Nathan R.

DATA SCIENTIST

586 dollar

Mon expérience

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Sia Partners ParisFebruary 2019 - June 2019

Traffic modelling (Python): Graph optimization (NetworkX: Dijkstra, A
*), flow modelling (BPR model), Reinforcement Learning
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NeumannJuly 2018 - November 2018

Working on the Research and Development team on several projects using:
- Supervised classification and regression algorithms: Tree methods (decision trees, random forest), KNN, Logistic regression, Naive Bayes methods, Artificial Neural Networks, etc.
- Boosting methods; especially gradient boosting (XGBoost)
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Accenture Consulting ParisJanuary 2017 - June 2017

Support in digital transformation and automation of the supply chain in the banking sector, particularly for the Société Générale:
- Project management in the implementation of Big Data, Machine Learning tools and other innovative solutions
- Organizational and functional analysis of the business
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HSBC Global Banking and MarketsJanuary 2016 - August 2016

-Analysis of the CSA in order to deliver the most adapted bonds to the clients.
-Analysis and report of the worldwide positions of HSBC on the repo market.
-Report on the possible strategies of diminution of the Initial Margin by swapping HSBC positions.
-development of tools and strategies of optimization of the IM impact on the swap market (Vanilla, Inflation, strip, linker, CDS…)
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Mathematics private teacherSeptember 2014 - August 2015

probabilities theory for high school and undergraduate students

Mes compétences

Statistica, SQL, Spanish, Social Media, R&D, R Language, Python, Project Management, Statistics, Neural networks, Machine Learning, Linux, Google Cloud Platform (GCP), Functional Analysis, Database Management, Big Data, Adobe Photoshop