WORK 01
Française des Jeux
Business impact
Reduce game prototyping time
Solution
AI (Cursor) prototyping of 5 gambling games
- Game mechanics: naval battles, cat and mouse, etc.
- 2D sprites for the first prototype
AI skilss
AI Mockup with Programmatic Retouching (Cursor)
WORK 02
UpReality
Social Media Website for Restaurants – B2B2C
Startup Project – First Customers Stage
Business impact
Reduce menu entry/update time by four
Solution
AI-powered menu editor
- Extraction of structured data from a PDF or website
- Visual analysis (font and color detection)
- Chat editing
- Translation
AI skills
- Agentic system for extraction/editing mechanics:
- Request routing
- AI call chaining
- Prompt Engineering
- AI Mockup with Programmatic Retouching (Cursor, Lovable, Builder.io)
WORK 03
Job Nutriscore
Product Management Job Evaluator – B2B, B2C
Functional Prototype – 👉 click here
Business impact
- Evaluate the value of a job offer to a candidate
- Valuing the economic loss for the candidate and for the State
Solution
AI-powered evaluator
- Intelligent extraction from a web link or by copy and paste
- Criteria detection from text
- Scoring
- Translation
AI skills
- Agentic system for analysis mechanics:
- Request routing
- Chaining and parallelizing AI calls
- Using tools in the AI chain (browser, custom functions)
- Prompt Engineering
- AI Mockup with Programmatic Retouching (Cursor)
Advanced AI skills
- definition of success criteria and implementation of an Evals mechanism
- Score variability: 1
- Variability of detection criteria according to ease of detection:
- Easy: stable at 90%
- Medium: stable at 80%
- Difficult: stable at 70%
- Grader : String check and score model
- Fine-tuning of the explanatory text in output
- MLops
- Added database analyses for reuse in dataset generation (Evals, Fine-tuning)
- Corrected database entries for Evals and Fine-tuning
- Launched Evals and retrained the Fine-tuned model
