Mahmoud Larguet

-Obtained the Kelia certification, gaining strong knowledge of the RGI Kapia/ Kelia product and the French life insurance domain. -Developed a solid understanding of the Kelia database architecture, including data models, relationships, and business data structures. -Designed and optimized SQL queries to extract and transform data for migration processes, ensuring compatibility with SAS migration tools. -Participated in data migration activities, preparing and validating datasets to ensure accuracy and integrity during the migration process. -Developed an MVP tool to automate migration tasks, reducing approximately 60% of manual effort and improving efficiency and reliability in the migration workflow.

-Architected the data models and backend pipelines powering Hoo Talk's consumer intelligence platform.

-Built a modular subscription & payment engine, enabling feature-based monetization and analytics dashboards. -Designed NoSQL data storage to handle large volumes of online conversations for trend & sentiment analysis. -Implemented secure API integrations for scalable data ingestion and role based access control. -Impact: Delivered a flexible, secure data platform for consumer insights.

-Built real-time data ingestion pipelines with WebSockets to capture financial market news streams. -Developed NLP-driven filtering and automated translation pipelines (LLM, TTS) for multilingual reporting. -Designed automated ETL for financial reports, converting emails into structured JSON for analysis. -Integrated Stripe-based subscription system for monetization. -Impact: Reduced manual reporting by 70% and lowered operational costs by 60% through AI-driven automation.