Product Manager, SaaS
FORTIL for DomusVi
Delivered the MVP; rollout planned for 500+ users across 100 care homes. Led the full lifecycle, from discovery and POC (Airtable, Make) to specs, IT mapping and field training.
AboutI'm Ivan,
I'm Ivan,
a Product Builder.
I'm Ivan, a product builder with 5 years of experience across start-ups, scale-ups and large groups as a consultant, and 2 years co-founding a SaaS dedicated to noise pollution. I build with AI, while always keeping the human at the center.
Origin
Where I come from
I started in agri-food business, passionate about food and where it came from, and working in hospitality. In 2017, I win my first team innovation competition, since then curiosity led me to explore various topics, environments, and organizations, always with the same drive: build meaningful, lasting products.
Lately, I worked two years co-founding Sonor, a 0 to 1 open data SaaS for urban noise mapping, backed by Matrice and La Banque des Territoires, which taught me how to read a field, build with very little, and ship something cities actually used. Every role since has been a different angle on the same craft.
Track record
Last Experiences
Four roles, four sizes of company, one constant: data-driven SaaS that lands in operations.
Product Manager, Data & Operations
ALTEN for Bouygues Telecom
Built a data-driven dashboard to track and recover 1.9M EUR of receivables. 40% recovered, adopted by ops teams. Cross-functional with IT, Finance, Sales and leadership.
Customer Success Manager, Public Sector SaaS
Opendatasoft
Owned 22 European city and metropolitan clients from onboarding to production. 2 launches, zero churn, growing data volumes loaded.
Co-founder & Product Manager
Sonor
0 to 1 B2G SaaS for urban noise mapping (open data). Backed by Matrice and Banque des Territoires, 20K EUR in grants, MVP shipped.
Milestones
A few markers along the way.
5 yrs
Product Management experience
10+
Products launched (DomusVi, Bouygues Telecom, Opendatasoft, …)
2 yrs
Co-founder & Product Lead, Sonor
4
Sizes of companies explored (entrepreneur, start-up, scale-up, large group)
MCP
Agentic architecture (Aetherix)
Field
Hotel & F&B design partners
2
Hackathons won
Paris
Based
Now
What I'm building
A handful of live builds, in hospitality operations, civic life, evaluation, music, and industrial knowledge. I work in public, with the source open whenever I can.
Aetherix
F&B execution agent for boutique hotel operations. Forecasts covers daily against real data; staffing and waste outcomes are pilot hypotheses, not measured results.
Case studyTacet
Synthetic acoustic twin for hospitality. Predicts how street, weather and events affect rooms, alerts RMS and PMS.
Case studyLore
Voice AI mentor that captures tacit expertise from senior technicians and shares it on the shop floor. Built in 24 hours by a team of 4.
Case studyParis Compass
Find commercial spaces from their context. Business history, turnover signals, noise, amenities and risk scores from public open data, for humans and agents.
Live appField Notes
Where I write what I learn while building, in product, evaluation, and AI systems design.
ReadPrinciples
What I build with
Real business value
Every product I ship has to move a number that matters: operational cost down, capacity freed, decisions sharpened. If it doesn't, it's a demo.
Human interactions first
Technology should give time back to people, not pull them deeper into screens. The best automation is the one that lets a host be more present.
Full-stack 0 to 1 craft
From insight to shipped product, bridging digital interfaces with physical operations, so the experience holds together end to end.
Method
How I work
A loop, not a waterfall. Four moves I keep returning to, on every project.
01
Problem analysis
I start by understanding context, problem and architecture before writing a line. Field-level fluency before design.
02
Build
I pick the lightest stack and methodology that solves the job, then iterate fast on real usage, not demos.
03
Continuous discovery
I keep challenging the vision and roadmap by reading the market, the competition, and the weak signals.
04
Documenting
I keep a single source of truth, so context, decisions, and learnings stay accessible to everyone who follows.
Let's talk
Ready to build the future?
Hiring leads, design partners, fellow builders, all welcome. Pick the door that suits you.