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gmocquet/README.md

πŸ‘‹ Hi, I'm G. MOCQUET

πŸš€ Engineering Leader Β· Platform & Data Β· Staff Data Engineer @ Hydrosat
🧩 Ex-Kpler · Ex-Publicis  |  🌍 Paris, France  |  ☁️ Google Cloud Certified Professional Cloud Architect

Building AI & data platforms as products for engineers, and leading the teams behind them.

πŸ›  About Me

Engineering leader with 20+ years in engineering and 10+ managing high-performing teams. I build AI and data platforms as products for engineers, and the teams behind them. Hands-off on feature delivery, hands-on where it counts: architecture, system design, incidents, peer review.

Currently Staff Data Engineer at Hydrosat, building a next-gen data platform from scratch on AWS/Kubernetes with observability stood up from zero. Previously founded and ran the MLOps platform and squad at Kpler as it scaled from ~100 to 750+ people and past $100M ARR.

I pair platform & developer experience (APIs, internal tooling, CI/CD, observability) with MLOps to turn cutting-edge AI into reliable, production-grade systems at scale. Python and TypeScript. Low-ego, ship-early operator.

Code is like humor. When you have to explain it, it's bad. β€” Cory House

πŸ”₯ Expertise

☁️ Cloud & Platform Engineering

  • Cloud: AWS (EKS, S3, Aurora, RDS, Redshift, Glue, Lambda), GCP (BigQuery, GCS, Cloud Functions, Composer)
  • Kubernetes: EKS, Karpenter, VPC CNI (prefix delegation), Helm, ArgoCD
  • IaC: Terraform / OpenTofu, CloudFormation, Ansible
  • Containers & local dev: Docker, Colima, Nix
  • FinOps: autoscaling to near-zero idle cost, right-sizing, cost observability

πŸš€ DevOps, Reliability & Observability

  • CI/CD: GitHub Actions (reusable composite actions & workflows), CircleCI, ArgoCD (GitOps)
  • Observability: OpenTelemetry, Grafana / Grafana Cloud, Prometheus, Datadog, Sentry, ELK Stack
  • SRE: RED dashboards, distributed tracing, alerting, on-call, blameless post-mortems
  • Testing: pytest, Jest, k6 (load testing)

πŸ—‚οΈ Data Engineering & Analytics

  • Orchestration: Apache Airflow (KubernetesPodOperator / KubernetesExecutor), Astronomer, AWS Glue, Cloud Composer
  • Storage & databases: PostgreSQL (PostGIS), Aurora, BigQuery, Redshift, Elasticsearch, Redis, S3 / GCS data lakes
  • Big data & streaming: Spark, Kafka, Cassandra
  • BI: Tableau, Looker Studio

πŸ€– MLOps & ML Infrastructure

  • Platform (built from scratch at Kpler): self-service GPU training, deployment & inference, model store, model monitoring
  • Tooling: SageMaker, CI/CD pipelines for ML
  • Frameworks: PyTorch, XGBoost, YOLOv8, Detectron2
  • Vector search: Meilisearch

🧠 AI-Augmented Engineering

  • Daily drivers: Claude Code, Codex, GitHub Copilot, Cursor
  • Agentic practice: MCP, AGENTS.md, custom skills
  • Prototyping: v0 by Vercel, Gamma

βš™οΈ Web Applications & APIs

  • Backend: Python (FastAPI), Node.js, GraphQL, Prisma, SQLAlchemy
  • Frontend: TypeScript, React, Next.js, Vue.js, shadcn/ui, Radix UI
  • Edge & BaaS: Vercel, Supabase

πŸ“ Software Architecture & Craft

  • Architecture: distributed systems, high availability, microservices, event-driven
  • Practices: TDD, Clean Architecture, SOLID, SDLC, RFCs / technical writing
  • Modeling: API design, UML, Merise

πŸ’ Off the keyboard

  • πŸ’ Ice hockey
  • ⛷️ Alpine skiing
  • 🎒 Roller coasters

Pinned Loading

  1. integration-tests-nodejs-jest-prisma-pgsql integration-tests-nodejs-jest-prisma-pgsql Public

    Execute database integration tests using Jest runner using NodeJS server Prisma ORM and PostgreSQL engine

    TypeScript

  2. neo neo Public

    Agentic Engineering β€” Disciplined Assistant Agent System for EMs and Developers

    Shell

  3. airflow-k8s-poc airflow-k8s-poc Public

    Apache Airflow 3.2.2 PoC running on local k8s with KubernetesExecutor & KubernetesPodOperator (KPO)

    Makefile

  4. gmocquet-portfolio gmocquet-portfolio Public

    Guillaume MOCQUET's Portfolio

    TypeScript