Guillaume Mocquet

Staff Data Engineer — Data Platform & Large-Scale Processing

Guillaume Mocquet

Engineering Leader · Platform & Data — 10+ years leading the teams behind high-traffic, high-volume, API-first platforms at scale. Reliability · observability · DevEx · engineering excellence. AWS · GCP · Kubernetes · AI-augmented.

22

years in engineering

10+

years leading teams

$100M+

ARR scaled at Kpler

Kpler · 2021–2025

MLOps platform & squad, from scratch

Founded and managed Kpler's MLOps squad and built its self-service platform for training (GPU), deploying and serving models in production — the foundation that industrialized AI/data use cases while the company scaled from ~100 to 750+ people and crossed $100M ARR.

  • AWS
  • EKS
  • Terraform
  • Airflow
  • GitHub Actions
  • Helm

Quantmetry (Capgemini Invent) · 2019

MLOps (re)training automation — white paper & talk

Authored chapter 3 of Quantmetry's 5th white paper, "AI in production: life cycle & model drift" — "Scheduled updates & (re)training management" — covering MLOps (re)training automation across code, architecture and delivery, with a 20-minute companion talk.

  • MLOps
  • Model drift
  • CI/CD
  • Cloud architecture

Rue du Commerce · 2012–2015

Product pages re-architecture at e-commerce scale

Led the team and the full re-architecture of the product pages — the most conversion-critical surface of a top French e-commerce platform (~€423M annual GMV, 6M monthly visitors) — into SEO-optimized microservices with REST APIs and multi-layer caching.

  • Microservices
  • REST APIs
  • Redis
  • CDN
  • SEO
  • Template engine