Freelancer profile translated to English.
Back to original languageAbout Omar
Banking MOA consultant at Société Générale since 2023, with prior experience in banking data science, I work on high-stakes business data projects. Autonomous and rigorous, I wish to evolve in high value-added missions.
Arabic
Native or bilingual
French
Native or bilingual
English
Fluent
Can work on-site
Asnières-sur-Seine (up to 30km)
Experience
- Société GénéraleBusiness Analyst / On AssignmentMarch 2023 - Today (3 years and 4 months)Functional intervention on all areas of the Retail Bank data warehouse (SGRF), with a primary scope on:• Retail mortgage loans (PPI – origination and management):- Gathering and analysis of business needs, facilitation of functional workshops, and scoping of requests;- Drafting and delivery of business requirements;- Banking validation, support, and monitoring of production deployments;- Implementation and supervision of data quality controls on incoming/outgoing flows and within the SGRF warehouse;• New Definition of Default for counterparties (NDOD):- Monitoring of data collection, consistency, completeness, and quality;- Analysis of regulatory and functional anomalies (default rules, thresholds, historical data, events);- Coordination of remediation plans with IT and risk teams;- Prioritization of remediation projects with business units;- Monitoring of production deployments and banking validation;• Accounting-Management reconciliation (RCG) for mortgage loans:- Analysis of discrepancies in outstanding amounts and Net Banking Income (NBI);- Implementation of changes requested by the business;- Banking validation and monitoring of production deployments;• And other contributions:- Integration and monitoring of regulatory changes related to cross-functional projects: securitization, restructuring, data completeness for private banking.
- UIB - Groupe Société GénéraleData Scientist / Data Business AnalystNovember 2019 - December 2022 (3 years and 1 month)• Gathering and formalization of business needs (commercial piloting, marketing department, branch network).• Design of end-to-end data solutions: data collection, transformation, storage, and provision.• Development of extraction pipelines and decision support tools for business departments.• Participation in testing phases, functional validation, and user support.• Post-production support and monitoring of functional evolutions. Major projects:• Internal commercial prospecting tool for branches (customer segmentation, marketing targeting).• Machine learning model for identifying customers with high potential for mortgage credit.• Geographic and economic analysis for optimizing the physical branch network.
- 7 Lieues TechnologiesData Scientist / Artificial IntelligenceApril 2019 - September 2019 (5 months)Courbevoie, FranceProject: design and development of a virtual assistant for customer support for an SME:- Analysis of the client's functional needs and formalization of use cases.- Development of NLP models and integration into a conversational engine.- Functional testing and continuous improvement of response quality.- Deployment and user support.
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Education
- Polytechnic EngineerSchool of Engineering - Tunisia Polytechnic School2019
Certifications
- PythonCoursera2018
- Alteryx Designer CoreAlteryx2023