Diagnose
Map the real constraint
Understand the operating context, ownership, quality, and risk before choosing technology.
About Simon Renauld
I turn complex data, AI, and spatial environments into production platforms that teams can understand, operate, and trust.

Simon Renauld
Data & AI Platform Lead
Ho Chi Minh City · Remote-first · English, French, Spanish
10+
Years in delivery
33
Countries experienced
50+
Professionals led
3
Working languages
What I bring
Diagnose
Understand the operating context, ownership, quality, and risk before choosing technology.
Deliver
Connect roadmap judgment to implementation, team cadence, controls, and production accountability.
Transfer
Build the operating model, documentation, observability, and decision habits that remain after the engagement.
Career route
01 · Foundation
Diagnosis came first: understand the terrain, isolate the constraint, and repair the system upstream.
02 · Field
Long-form travel and field experience built an instinct for context, movement, and decisions under constraint.
03 · Practice
GIS and analytics work became production data engineering, consulting, and operational decision systems.
04 · Leadership
Led cross-functional teams through warehouse modernization, automation, reporting, and measurable operating outcomes.
05 · Platform
Expanded into privileged access, self-hosted platforms, observability, MLOps, and governed AI delivery.
06 · Now
Helping teams audit, stabilize, and scale the operating layer behind data, analytics, AI, and spatial systems.
Operating principles
Make the work observable. Automate repeated pain. Keep ownership explicit. Tie delivery to decisions and measurable outcomes.
Outside the terminal
Fishing, motorbikes, sports, and travel keep the systems thinking grounded in the physical world.
The detailed chronology is in the resume. The outcomes are in Impact. The next conversation starts with your current constraint.