Multilingual Video Source Normalization Pipeline
Design of a hybrid system (web tool + automations) to clean, match, and normalize multilingual video sources at scale, for industrial exploitation.
CTO / Head of Systems for media & production
I prepare media companies for the AI era.
Intelligent automations, data pipelines, production workflows — I lay the technical foundations that let creative teams focus on what matters.
My areas of expertise
I structure the entire content value chain.
From creation to analysis, I work on the 4 pillars that drive a media company — and especially on their coherence.
01
Production
Creation workflows, asset management, team coordination
02
Post-Production
Editing, validation, exports, AI automations
03
Distribution
Multi-platform publishing, scheduling, syndication
04
Data Analysis
Reporting, attribution, decision dashboards
My role: ensure global coherence between these 4 pillars
References
Recent interventions.
YouTube CMS - Revenue Share Calculation & Industrialization
Design of an internal system for calculating YouTube revenue shares at scale, intended to replace costly and heterogeneous external tools.
Sherpai — Social Media Performance Data Platform
Design and launch of a SaaS platform for analyzing and managing social performance, dedicated to media companies and editorial teams.
Hyperdistribution
1 production. 10 formats. 100 publications.
Media has changed. One video becomes a short, a podcast, a Fast TV clip, 50 social posts... Without structure, this equation explodes.
1 production
Long-form video, documentary, show...
10 formats
Short, podcast, article, clip, story...
100+ publications
YouTube, TikTok, Fast TV, LinkedIn, Spotify...
The question is no longer "should we publish everywhere?" but "how to do it?"
What I do
Diagnosis, framing, structuring.
Diagnosis
Complete audit of your processes, tools and data flows.
Framing
Prioritization: what to automate, what to keep manual, what to stop.
Structuring
Robust system design. Data pipelines, automations.
Support
Long-term follow-up, training, skills transfer.
Technical expertise
AI & automation, beyond the proof of concept.
Building robust systems: agents, workflows, API integrations. From prototype to production.
AI Agents
Building agents to automate your recurring tasks
Transcription & Translation
Automatic subtitling and translation of your content
No-code & Interfaces
Building business tools and process automation
Data Pipelines
Collecting, transforming and centralizing your data
Content Generation
Automated production of images, voices and assets
API Integrations
Connecting to your platforms (YouTube, Meta, TikTok...)
Python, n8n, Airtable, Make, dbt, BigQuery — the right tools for each problem.