Dorota Bailly work email
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Dorota Bailly personal email
As a data scientist with over 10 years of experience across diverse sectors, including finance and social media, I have strong expertise in statistics and a background in economics and applied mathematics. I blend technical skills with business insight and am passionate about data analysis. I take great satisfaction in deploying models that deliver sustained value to organizations.
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Data Team LeadKoralplayNantes, Fr -
Senior Data ScientistJellysmack Mar 2021 - PresentParis, Île-De-France, France- Spearheaded multiple projects, collaborating with mid-level and junior Data Scientists; provided mentorship and fostered a collaborative environment to drive successful project outcomes.- Led in-depth data analyses to uncover key performance drivers for social media pages, delivering insights that guided impactful optimizations.- Designed and deployed predictive models to track critical performance metrics, enabling proactive decision-making and enhancing operational efficiency.- Leveraged Natural Language Processing (NLP) techniques and Large Language Models (LLM) to streamline categorization and recommendation tasks, significantly improving accuracy and relevance.- Established and managed robust systems for continuous monitoring of machine learning algorithms, ensuring model reliability and performance.- Partnered closely with business stakeholders to assess needs and design data-driven strategies that support business objectives and optimize performance. -
Senior Quantitative Analyst / Data ScientistSociete Generale Corporate And Investment Banking - Sgcib Jul 2014 - Dec 2018- Modelling of liquidity risk : design and implementation of statistical models for financial activities used for forecasting liquidity gaps and for assessing the liquidity cost of new transactions, interactions with business lines - Implementation of a liquidity cost pricer incorporating the liquidity models for liquidity management purposes- Participation in the quarterly analysis of the loan portfolio: loan pricing, profitability analysis, concentration follow-up- Loss given default analysis -
Research EngineerSociete Generale Sep 2007 - Jun 2014- Modelling of credit risk : development of models dedicated to compute regulatory capital on the trading book and on the securitization perimeter- Participation in the audit and validation by the local supervisory authority (ACPR), answers to recommendations and follow-up of internal and external audits- Interaction with trading, business lines and risk teams for regulatory capital optimization (simulation of new transactions and hedging impacts)- Comparative study of capital measures for management purposes- Participation in the audit mission of scoring models -
Data Scientist - Alm DepartmentBnp Paribas Jun 2006 - May 2007- Analysis and modelling of dependence between the default risk and the prepayment risk of a loan. Non parametric modelling based on kernel smoothing
Dorota Bailly Education Details
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International Program -
Mathematics -
Ensae
Frequently Asked Questions about Dorota Bailly
What company does Dorota Bailly work for?
Dorota Bailly works for Koralplay
What is Dorota Bailly's role at the current company?
Dorota Bailly's current role is Data Team Lead.
What is Dorota Bailly's email address?
Dorota Bailly's email address is do****@****ack.com
What schools did Dorota Bailly attend?
Dorota Bailly attended Ensae Paris, Yotta Academy, École Polytechnique, University Of Warsaw, Sgh Warsaw School Of Economics, Ensae, Ensae Paris.
Who are Dorota Bailly's colleagues?
Dorota Bailly's colleagues are Changwei Zhou, François Gautier, Steven C., Karine Lecoq, Olivier Rocher, Mehdi Neggaoui, Kouassi Georges Paul Kevin Yao.
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