Story / Why the experience matters

From datacenters to agents.

More than fifteen years designing, building and operating what runs underneath—from physical systems and private clouds to platforms serving people across more than one hundred countries.

From datacenters to agents.A progression from a physical datacenter through cloud, platforms and hyperscale systems to autonomous agents.DATACENTERCLOUDPLATFORMSHYPERSCALEAGENTS
15+yearsbuilding and operating production infrastructure
40MDAUdaily active users at BeReal during my SRE tenure
100+countriesreached by TenTen during the platform tenure
012009—2014Datacenter

Understanding infrastructure from the bottom up.

The progression began with systems administration and moved into the physical and network layers of a Tier III datacenter.

  • Supported the first Lumière Festival as a system administrator.
  • Founding member of DCforDATA, later acquired by Free (Iliad).
  • Worked across power, cooling, availability, security, Layer 2/3, RIPE, BGP, DNS and customer operations.
022014—2017Cloud

Infrastructure becomes software.

Private cloud and scientific computing made infrastructure programmable, measurable and repeatable.

  • Built and operated OpenStack and HPC environments at CNRS for eTRIKS and CERN-related work.
  • Worked on distributed systems, performance optimization and an R computing farm.
  • Continued into GCP, Kubernetes, CI/CD, databases, monitoring and security at Optimiz.me.
032017—2021Platforms

Infrastructure becomes somebody else’s foundation.

The focus shifted from operating systems to building shared platforms that teams and operational processes could depend on.

  • Led SRE work supporting logistics across 15 Vente Privée warehouses operating continuously.
  • Worked on core storage, virtualization and on-premises Kubernetes for engineering teams.
  • Built vehicle OS pipelines and fleet-management infrastructure at Navya, then cloud migrations and Kubernetes tooling through orchestrato.io.
042021—2025Hyperscale

Reliability while everything is growing.

At BeReal and TenTen, the engineering problem was shaped by rapid growth, short traffic windows, low latency and production reach.

  • Built Google Cloud infrastructure through BeReal’s growth into tens of millions of daily active users.
  • Addressed availability, latency, throughput, observability, security and cost-efficiency constraints.
  • As a founding engineer and Head of Platform at TenTen, built AWS and low-latency WebRTC foundations used across more than 100 countries.
052026 →Agents

Infrastructure for autonomous systems.

PixelMochi applies the same reliability and platform disciplines to AI-native startups and to the control problem created by autonomous agents.

  • Consulting focus: SRE, cloud, performance and reliability.
  • Working style: agent-driven, specification-first, ADR-backed and multi-model.
  • Product question: how agents execute while identity, policy, data and infrastructure boundaries stay explicit.

Technical breadth

Tools change. Engineering domains accumulate.

Infrastructure

Kubernetes · AWS · GCP · OpenStack · bare metal

Data

PostgreSQL · ScyllaDB · ClickHouse · Redis

Observability

Prometheus · Grafana · Datadog · ELK

Automation

Terraform · OpenTofu · Ansible · Pulumi

Engineering

Go · Python · TypeScript · Bash

AI / ML

Agent-driven workflows · vLLM · llama.cpp · CUDA

One experience, two directions

Apply the lessons. Encode the lessons.

Services

Apply infrastructure experience directly to a client system and team.

Product

Explore how those principles become infrastructure for agents.

Infrastructure is a progression, not a stack list.

If your current system sits somewhere along that progression, let’s discuss the constraint.

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