Vivien Bogne

Senior Software Engineer

Driving innovation in large-scale distributed systems and AI/ML applications.

Distributed SystemsCloud ComputingMachine LearningData EngineeringSystem Design

Latest Articles

Implementing MLOps: Best Practices and Lessons Learned

A deep dive into the implementation of MLOps and its impact on reducing technical debt in ML projects.

E-Procurement Fraud Detection: A Machine Learning Approach

Exploring the use of ML classifiers in detecting anomalies and preventing fraud in e-procurement systems.

Scaling AI Models: From Development to Production

Insights on developing and deploying scalable AI models in production environments.

Skills & Expertise

Programming

Python
SQL
TypeScript
JavaScript

Machine Learning & AI

ML
Deep Learning
NLP
Computer Vision

Tools & Frameworks

PySpark
scikit-learn
OpenCV
Elasticsearch
Airflow
Git
GitHub
Docker
Kubernetes

Cloud & Deployment

Azure
GCP
CI/CD
MLOps

Current Projects

E-Procurement Marketplace

Leading the development of a scalable e-procurement platform with ML-based fraud detection, achieving 89% accuracy.

Next.js
FastAPI
Elasticsearch
PostgreSQL
Machine Learning
Complete

MLOps Implementation

Implementing MLOps best practices to streamline machine learning model deployment, significantly reducing technical debt.

MLOps
CI/CD
Docker
Kubernetes
Ongoing

Business Intelligence Dashboard

Created and deployed BI dashboards using SAP Analytics Cloud, increasing BI solution adoption by 30%.

SAP Analytics Cloud
Data Visualization
Completed

Product Classification Model

Developed a machine learning model for product classification to optimize product repatriation in SAP S4/Hana.

Python
Machine Learning
SAP S4/Hana
Completed