About Guillaume
French
Native or bilingual
English
Fluent
Experience
- LFIS Capital.Quant DevOctober 2025 - Today (8 months)I built a new data platform within a MF equity trading desk. Deliveries include:+ Ansible playbooks to setup a k8s on prem on debian VMs. Leveraging charts such as longhorn,kube-prometheus-stack, Loki with alloy, Minio as a s3 storage service, argocd and argo-workflows.+ Python library development to ease ETL deployment to extract data from S&P CIQ, computeStatdatasets.
- BNP Paribas.Senior Python and k8s developerJanuary 2025 - July 2025 (6 months)Within a junior team within anti-money laundering IT, I aimed at raising python and modern tools asstandard and build a new data platform on k8s. This platform needs to help research design new rules for money laundering detection, as well as execution of such rules. Deliveries include:+ Code refactoring of current solution into python. Improving software, packaging and deployment.+ Oracle DB integration, FastAPI based REST API, SQLAlchemy for SQL migration, SQLModel asORM.+ Argo-workflows for rule execution on kubernetes.
- QRTQuantitative Technologist, python backend engineerJune 2021 - June 2024 (3 years)Paris, France1. Developpement de nouvelles techniques pour la mise en cache sur un SI de plus de 1000 sources dedonnees. Etude statistiques sur les requetes et modification sur le serveur backend pour reduire lesevictions de cache degradant la recuperation de donnees. Developpement de scripts utilitaires autourdu cache.2. Contribution au client python au service de souscriptions websocket serveur permettant l'ecoute detopic Kafka.3. Support sur les questions de recuperations de donnees (problemes client-serveur).4. Developpement d'une librairie python a destination des equipes de recherche pour permettrele developpement de micro-services de traitement de donnees. Monitoring sur prometheus DB,deploiement sur kubernetes. Gestion de ce parc de pods kubernetes (equipe fixed-income, podsrealisant de la generification et calcul de courbe de taux en temps reel sur les swaps et les bonds).5. Developpement d'une fonctionnalite de test record/replay, facilitant le developpement de testsd'integrations sur des process statefuls.6. Developpement et support de scripts d'extractions de donnees sur des fournisseurs de donneespermettant la recherche d'alpha. Packaging en image docker et deploiement sur kubernetes ouAmazon ECS en micro-service. Ex: Blooomberg, Markit data stream, IIR (donnees de raffineries depetrole), Ravenpack (sentiments). Protoles divers utilises tel que FTP, REST APIs, des connexionsSQL ou websockets.
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Education
- Msc,Phelma Grenoble INP2016Msc,
- Msc,ENSIMAG Grenoble INP2021Msc,