MsC Thesis Defense

Yrieix Leprince

Antoine Amarilli Télécom ParisTech | Clodéric Mars craft ai

customer success

use case

Personalized coaching

Modelling adaptive, evolutionnary and contextual user behaviors

Health coach

Meet John

John's profile

• calories
• heartbeat
• sleep
• smoking

Mon Morning Wed Morning Fri Evening Sun Morning

Coaching based on three points:

• Contextual
• Adaptive

John right now

What just happened?

	"age": 32,
	"gender": "male",
	"country": "FR",
	... 
						

John tracking data

	"timestamp", "event_name", ...
	1549300369553, app_launch, ...
	1549300393292, calories_fill, ...
	1549300434397, heartrate_update, ...
						

How did it happened?

John's craft ai model

1. One to one level
2. Continuous Learning
3. White Box

How it works

What have I done?

Kmeans - DBScan

How have I been involved?

craft ai presentation

• product team
• customer success team

Project Managment

• Slack
• Weekly meeting
• 1k users release by 2019/03
• 50k users release by 2019/09