KM / PRODUCT SYSTEM
00 / INITIALIZE
01 01 00 10 11
$ profile.run --kevin-marty
Kévin Marty. Senior Software Engineer. Product Engineering · Applied AI 0→1 · Production ownership
0→1
01 / APPLIED AI
MAGICPOST
Applied AI. In production. 01 Context engineering User history and intent turned into grounded inputs.
02 Model routing 5 providers compared on quality, latency and cost.
03 Evaluation 800+ outputs scored in French and English.
04 Agent tools Authenticated post, media and analytics capabilities.
CONTEXT → ROUTE → GENERATE → EVALUATE → ACT
02 / MAGICPOST
MagicPost_ 2025—now Product engineering. Owned in production. React product, Python and TypeScript services, workers, infrastructure, acquisition and monetization, owned through production.
analytics.magicpost.in mcp.magicpost.inContext Route Evaluate Act
30+ authenticated product tools
03 / SIDEQUEST
SideQuest Independent · 2026—now Built for collectors. Live on the App Store. I built the iOS app and its production API: multi-source catalog, physical-edition matching, barcode and box recognition, marketplace monitoring and push notifications.
SCAN IDENTIFY MATCH ALERT
EAN_13 · OCR · PAL_FR · FUZZY_MATCH · VINTED · LEBONCOIN ·
04 / SIGNAL, NOT CLAIMS
Proof. Not adjectives. MateMaker 10k registered users · shipped solo
AI evaluation 800+ outputs compared · 5 providers
MagicPost +57% company MRR during my tenure
Leadership 7 people hired and led
PRODUCT / CODE / DISTRIBUTION / TEAM
05 / TRAJECTORY
THE THROUGH-LINE
Builder → CTPO. Back to senior IC. I built LIGHT’s first product, hired and led seven people, then chose hands-on Product Engineering because that is where I learn and contribute best.
2025—now MagicPost Senior Software Engineer
2024—2025 Independent Product & AI consultant
2023—2025 MateMaker Solo Software & Product Engineer
2021—2023 LIGHT First Engineer → CTPO & co-founder
2016—2021 Mainstream · Agixis · IONIS Freelance during studies → engineering & teaching
06 / HUMAN IN THE LOOP
BEYOND THE TERMINAL
A dad. A gamer. Still curious. I’m a dad to a little girl, a lifelong gamer and a collector of physical games. I like systems, stories, teaching — and people who genuinely care about what they make.
KM CARE PLAY LEARN
01 Perspective Fatherhood made time, patience and what matters feel very concrete.
02 Play Games shaped my taste for systems, feedback loops and worlds worth exploring.
07 / NEXT INPUT
$ next_problem --messy --real --useful
Bring me the messy problem. I’m looking for a senior hands-on Product Engineering role in an ambitious startup, around Applied AI or complex product systems, with real ownership from decision to production.
PRODUCT ENGINEERING AI KM
France · Remote Europe · US East Coast overlap I want a team that raises my bar.