ivan dozoretz
About
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SSr Data Scientist
Buenos Aires, Argentina
Résumé
Jobs
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Data ScientistLa Segunda Seguros CLSGJun 2022 - Current (4 years)Colaborate on different data science's projects: - Developing association rules for cross-selling. - Testing damage recognition model ( multi-label classfication model) - Develop automobile insurance pricing, through models like GLM, boosting, random forest, etc - Develop automobile insurance fraud's predictive model (binary classification) - Develop third party's culpability model (multiclass classification) - Automatic classification of worker's compensation insurance illnesses by leveraging generative IA- Data ScientistDigitas North AmericaJun 2021 - Jun 2022 (1 year 1 month)Develop look-alike models using huge amounts of data (+180M records) for the different brands of the assigned customer.
- EAnalytical ConsultantEquifax ArgentinaApr 2020 - May 2021 (1 year 2 months)Develop credit risk and churn models. Analyse the impact of COVID into models and earnings of the clients. Model's backtesting.
- Data ScientistLa Caja de Ahorro y SeguroJun 2019 - Mar 2020 (10 months)Provide business insights and develop predictive models for many áreas of the company, i.e, fraud prediction model
- Actuarial Function Calculation Unit's ResponsibleLa Caja de Ahorro y SeguroMar 2017 - May 2019 (2 years 3 months)IBNR reserve’s estimation. Solvency II: Reserving Risk, Reserve Adequacy, Counterparty Default Risk Adjustment, UBEL, MVM and BEL. Actuarial Funcion Report (AFR). Reinsurance cutt-off estimation.
- Ssr. ActuaryLa Caja de Ahorro y SeguroAug 2014 - Mar 2017 (2 years 8 months)IBNR reserve’s estimation. Solvency II: Reserving Risk, Reserve Adequacy, Counterparty Default Risk Adjustment, UBEL, MVM and BEL. Actuarial Funcion Report (AFR).Reinsurance cutt-off estimation.
- SJr. ActuarySMG LIFEAug 2013 - Aug 2014 (1 year 1 month)Life insurance pricing, technical reserves estimation, lapse analysis, reinsurance and reserves monthly and quarterly reports , development of retirement insurance’s quotation
- ConsultantDeloitteMay 2012 - Aug 2013 (1 year 4 months)Worked in some projects for many financial institutions: bank stress test, credit risk, employee churn, operational risk.
Education
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- Magister, Data Mining, Data Exploitation and Knowledge ManagementUniversidad Austral Buenos AiresJan 2018 - Dec 2020 (3 years)
- Magister, Data Mining, Data Exploitation and Knowledge ManagementUniversidad Austral ArgentinaJan 2018 - Dec 2020 (3 years)
- Post-Graduate Studies in Financial Management, Accounting and FinanceUniversidad de Buenos AiresJan 2014 - Dec 2015 (2 years)
- Post-Graduate Studies in Financial Management, Accounting and FinanceUniversity of Buenos AiresJan 2014 - Dec 2015 (2 years)