About Ismail
French
Native or bilingual
English
Fluent
Experience
- AXA Group OperationsFull stack developerBANKING AND INSURANCEFebruary 2023 - Today (3 years and 3 months)Paris, FranceMission: Computable contracts: an innovative AI initiative within AXA Group Operation: an application aimed at transforminginsurance contract clauses into computable digital data structuresBy leveraging AI and LLMs, the goal is to model insurance contracts end-to-end, in order to extract relevant data for coverage,underwriting, and portfolio analysistasks:• Front/Back development with VueJs 2/Node.js/Python for the web application• Design and development of modules for extracting structured data from insurance PDFs and integrating them with AXA intranets(Python/NodeJs/LLM)• LLM POC/Apps for advanced analysis of insurance contracts and calculation of risk/coverage scenarios• Creation of webhooks for integration with partner APIs (NodeJS)• Agile methodology: Organizing work in sprints with clear objectives until the application launch:• Active participation in agile ceremonies and product reviews• AI reflection and design: Participation in technical workshops on setting up AI prompts, RAG, and integrating LLMs into internal apps• International teamwork: about twenty people spread across France, Spain, Switzerland, and England, ina full remote environment, entirely in EnglishTechnologies: Typescript/VueJS, NodeJS(Express, Fastify, NestJS), GraphQL, Python, LLMs (LlamaIndex, LangChain), AWS (S3,Lambda), My5QL/MariaDB, Docker/Kubernetes, Azure
- Insurlytech - LeocareFull-stack web developerBANKING AND INSURANCEMay 2022 - January 2023 (8 months)Rennes, FranceLeocare is a 100% online insurance company that has been offering insurance contracts (car, motorcycle, home) since 2018I worked on the customer portal, used by thousands of users every day, adding new features such aspromo code management and document upload, thereby improving user experience and engagementMissions:- Develop new business features for the customer portal web application (front and back)- Participate and contribute to architecture, development, and automation discussions to improve code quality andmaintainability- Review and validate Pull Requests, Unit tests, and Lean managementTechnologies: Angular 13, Node (NestJS), TailwindCSS, Figma, MongoDB, Bitbucket, JIRA, Notion
- Orange Business ServicesFull-Stack Engineer - Permanent ContractDIGITAL AND ITMarch 2017 - April 2022 (5 years and 2 months)Rennes, FranceParticipation in several internal and external projects, R&D or fixed-price, mainly web-oriented for clients such asFrance Boissons, SNCF, AMF, Convivio...etcInitially focused on C# development (.NET, .NET Core), I then moved to JS/TS projects with Angular, Vue.js,Node.js, using SQL and NoSQL databases. Always in 100% Agile teams (Scrum/Kanban),Expresso Project 2020-2022:Design and Development of a web portal for managing external and internal customer solutions and references for OrangeBusiness Services100% accessible web applicationMissions:FrontEnd and Backend design and development.Review and validation of Merge RequestsParticipation in Agile ceremonies (Daily, retrospective, estimation)Client demonstrationTeam: Scrum with 1 Product Owner, 2 Scrum Masters, 1 tester, and 10 developersProject in BUILD and RUN: Build part in Agile with 4-week sprints and Run part in Kanban modeTechnologies:Frontend: Angular (9 -> 12), HTML, CSS, Bootstrap, AccessibilityBackend: NodeJs (Express then Nest)DB: MongoDBVersion control: GitLab- CI/CD Project management: JIRASmartMail Outlook Plugin Project 2019Development of an Outlook plugin to analyze received Outlook emails and automatically classify them into twocategories: important emails and secondary emails.Secondary emails will be automatically deleted after a certain period.The user can validate or correct the tags, allowing the model to enrich itself and gain relevance over timeTechnologies: Python, Office Add-in (.NET)
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Education
- MIAGEISTIC - University of Rennes 12017
Certifications
- Azure Fundamentals AZ-900Microsoft