Data Engineer / ML Ops 🚀

Building digital experiences with modern technologies.
Focused on creating software & data solutions.

Professional Experience

Founder
Waiyer • Paris
Sept 2025 - Present

Developing tools for automating IA : https://waiyer.com

Kubernetes
Bazel
PostgreSQL
MongoDB
Python
Typescript
Flutter
Data Architect
LCL (Le Crédit Lyonnais) via SFEIR • Villejuif
Apr 2025 - Sept 2025

Leading the optimization of LCL's internal SNI entity organization and implementing analytical dashboards for CODIR and squad leaders. Consolidating data from diverse sources and orchestrating automated processing through scalable, maintainable architecture.

  • Conducted comprehensive SI audit comparing PostgreSQL, MongoDB, and Teradata
  • Designed hybrid technical architecture (on-premise first with GCP cloud equivalents)
  • Orchestrated Kubernetes deployment of dockerized Python scripts
  • Integrated Jira APIs and other enterprise tools into data pipelines
  • Created dynamic Power BI dashboards for executive leadership
  • Led technical team of 2 data engineers and 1 Product Owner
Kubernetes
GCP
PostgreSQL
MongoDB
Power BI
Python
GitLab CI/CD
Data Consultant
SFEIR • Neuilly-sur-Seine
Mar 2023 - Sept 2025

Working at France's premier Google Cloud Platform partner (Services 2023, Training 2024, EMEA 2025), specializing in software development and technological transformation for enterprise clients.

GCP
Technical Recruitment
Cloud Architecture
Data Engineer
Engie via Visian • Bagneux
Jan 2023 - Jan 2025

Core member of agile team developing Mon Bonus Engie/Ecodefi+, ICE, and Ecogestes Dynamiques products in SAFe framework, serving over 1.6M total customers.

  • Built REST APIs handling 100k+ daily requests with sub-second latency
  • Architected AWS microservices and digital platforms
  • Scaled with data scientists Deep Learning algorithms (DeepAR, Temporal Fusion Transformer)
  • Worked on technology migration roadmap within SAFe train
  • Optimized database flows with advanced indexing and structure improvements
AWS Lambda
Databricks
Python
Terraform
Apache Airflow
MLflow
DynamoDB
Data Engineer Consultant
Visian • La Défense
Jan 2023 - Jan 2025

Specialized consulting in large-scale data projects while leading internal innovation initiatives.

  • Directed Pysquad project for internal digital product development
  • Coordinated generic AI implementation for multimodal inference tasks using Azure AI Studio
  • Built data platform for sales team to manage missions, prospects, and consultants
Azure AI Studio
Django
FastAPI
Streamlit
Redis
Lead Data Scientist
Aqua Digital Rising • France
Aug 2021 - Oct 2022

Led data science initiatives for fintech startup revolutionizing sports betting through advanced analytics.

  • Managed multi-database architecture (MongoDB, SQL Server, HDF5) with hundreds of GBs
  • Developed highly configurable REST API for front-end data aggregation
  • Implemented real-time statistics updates using RabbitMQ and Redis caching
  • Configured Azure cloud services (Functions, Web Services, Artifacts, Pipelines)
  • Coordinated team of 2 engineers (data scientist and front-end developer)
SQL Server
MongoDB
Redis
RabbitMQ
Azure
InfluxDB

Education & Certifications

Education

ESILV - École Supérieure d'Ingénieurs Léonard de Vinci
2018 - 2021 • Courbevoie, France

Master's in Computer Science, Big Data & Connected Objects with specialization in Data Science. Focused on statistical analysis, machine learning algorithms, and large-scale data processing systems.

Data Science
Big Data
IoT
Machine Learning
University of California, Riverside
2019 - 2020 • Exchange Program

International exchange focusing on advanced computer science and data mining techniques.

  • CS 235: Data Mining Techniques
  • CS 171: Introduction to Machine Learning and Data Mining
  • CS 009: Python Programming

Certifications

Google Cloud Platform
Professional Certifications

Professional Data Engineer

April 2025 - April 2027

Expertise in designing, building, and maintaining data processing systems on Google Cloud Platform.

Associate Cloud Engineer

April 2025 - April 2028

Proficiency in deploying applications, monitoring operations, and managing enterprise cloud solutions.

Projects

AI Food recommandation system

AI Food recommandation system

Food recommndation system for healthy recipes

TensorflowPythonKeras
Song analysis

Song analysis

A real-time task management application with team collaboration features.

PythonNode.jsFbeamer
AI tools website (in construction)

AI tools website (in construction)

Website giving user many options to automate AI related tasks

OpenAINext.jsPython

Tech Stack

Data Engineering & Analytics (2025)

Apache SparkDatabricksdbt (Data Build Tool)Apache AirflowApache KafkaApache BeamDelta LakeDagsterMetabaseLookerTableauPower BIClickHousePandasPolarsDuckDBParquet...

Databases & Storage

PostgreSQLMySQLSQL ServerMongoDBCassandraRedisElasticsearchCouchDBPineconeWeaviateChromaDBFAISSMilvusNeo4jArangoDBInfluxDBTimescaleDBAWS RDSDynamoDBGoogle BigQueryAzure Cosmos DBSQLiteMinIOAWS S3Azure Blob StorageGoogle Cloud Storage...

ML/AI & LLMOps

Hugging FaceLangChainLlamaIndexOpenAI APIAnthropic ClaudeGoogle GeminiTensorFlowPyTorchscikit-learnXGBoostLightGBMMLflowWeights & BiasesNeptune.aiKubeflowTorchServeTensorFlow ServingComet ML...

Backend & APIs

FastAPIFlaskDjangoExpress.jsGraphQLgRPCREST APIsWebSocketsServer-Sent EventsRabbitMQAWS SQS/SNSAzure Service BusAWS LambdaAzure FunctionsGoogle Cloud FunctionsVercel...

DevOps & Infrastructure

DockerKubernetesHelmArgoCDGitHub ActionsGitLab CI/CDJenkinsTerraformAnsibleCloudFormationAWS CDKPrometheusGrafanaELK StackDatadogAWSGoogle Cloud PlatformMicrosoft Azure...

Frontend & Visualization

StreamlitGradioDashPanelBokehNext.js 14+React 18+Vue.js 3shadcn/uiMaterial UIAnt DesignTailwind CSSRedux ToolkitZustandTanStack QueryPlotlyD3.jsChart.jsThree.js...