Julia Olsson Email and Phone Number
As a Data Science Consultant at Management Solutions, I work on credit risk modelling and data analytics projects for clients in the financial sector. I use Python and SQL to perform ETL processes, data analysis, and visualization, as well as Machine Learning techniques to design, implement, and test models. I also monitor and evaluate model performance, validate codes and documentations, and develop reports and presentations for stakeholders. I am passionate about finding innovative and effective ways to use data to solve complex business problems and create value. I am eager to learn from and contribute to a diverse and dynamic team that shares my vision and values.
Management Solutions
View- Website:
- managementsolutions.com
- Employees:
- 2504
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Senior Data ScientistManagement Solutions Jul 2024 - PresentMexico -
Data Scientist Consultant IiManagement Solutions Mar 2024 - Jul 2024Mexico -
Data Science Consultant IiManagement Solutions Aug 2023 - Mar 2024São Paulo, BrazilCredit Risk Modelling projects:• Monitoring/back-testing of credit risk parameters following the financial institutions internal standards (stability, discrimination, variation).• Evaluate RAG indicators to monitor model performance and define plan of action.• Validation of credit-risk models, codes, and documentations.• Development and definition of reports, metrics, and executive-level presentations• Study modelling optimizations to reduce Expected Loss (partial recovery estimation, data quality adjustments, improvement of rate and forecasting methodologies, update of estimation window, segmentation using optimal buckets, LTV value update for vehicles portfolio)• Development of provision calculators to simulate impact on expected loss and appropriately assess risk -
Data Science Consultant IManagement Solutions Aug 2022 - Jul 2023São Paulo, BrazilCredit Risk Modelling Project:• Design Default model according to international (BCE) and local standards (Res. 4.966)• Estimation of credit risk parameters (PD, LGD, CCF, reduction factors) under IFRS9 standards• Segmentation of credit risk parameters and evaluation of statistical metrics (KS, GINI, IV, EQM)• Development of technical and methodological documentations according to internal standardsData Analytics Project:• Worked closely with development team to understand products and create testing strategies.• Directed investigations to identify cause of different failures and out-of-specification problems.• Challenged questionable test results to guarantee accuracy of findings.• Conducted in-depth root cause analysis of quality issues to identify process gaps and implement corrective actions.• Translated conceptual regulation requirements into functional requirements in clear manner comprehensible to developers and project team. -
Data Science Consultant - TraineeManagement Solutions Feb 2022 - Jul 2022São Paulo, BrazilData Analytics Project:• Validation of migration concepts and business rules on financial data to satisfy reporting standards.• Identification of gaps on the homologation process• Analyzed and verified requirements for completeness, consistency, and conformity to standards.• Assessed and reviewed data processes, suggesting methods for improvement.• Interpreted test results, recognizing patterns to generate actionable insights. -
Research FellowshipCnpq - Conselho Nacional De Desenvolvimento Científico E Tecnológico Aug 2020 - Nov 2021São Paulo, BrazilAnalysis of cardiomyocyte viscoelasticity Project:• Evaluated the mechanical properties of cardiomyocytes applying mechanical stimulus using active micro-rheology technics.• Performed statistical analysis to relate the displacement of ferromagnetic beads with the elastic modulus as a function of frequency in the oscillating magnetic field.• Presented and defended complex analysis.• Implemented end-to-end data analysis.
Julia Olsson Skills
Julia Olsson Education Details
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Fisica
Frequently Asked Questions about Julia Olsson
What company does Julia Olsson work for?
Julia Olsson works for Management Solutions
What is Julia Olsson's role at the current company?
Julia Olsson's current role is Data Consultant @ Management Solutions | Expert in Data Analysis and Machine Learning.
What schools did Julia Olsson attend?
Julia Olsson attended Universidade De São Paulo.
What skills is Julia Olsson known for?
Julia Olsson has skills like Analytical Skills, Research, English, Portuguese, Mysql.
Who are Julia Olsson's colleagues?
Julia Olsson's colleagues are Martín Pinto Stevens, Kevin Alexis Valdez Pérez, Afonso Baptista Pereira, Lucía López Fouz, Andrés Fernández-Prada Navarro, Asis Arruti, Javier Citon.
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Julia Olsson
Phd Student In East And South-East Asian Studies | Focus On Depopulation And Rurality In Japan | Specifically The Vacant Housing ProblemGothenburg -
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