diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index a6c9a640..fdfad027 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -1,4 +1,4 @@
-name: Launching CI on main
+name: CI
 on:
   push:
     branches:
diff --git a/README.md b/README.md
index fa196e7d..9984b3b4 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,12 @@
 <div align="center">
 
 
-<img src="docs/illustrations/logos/choice_learn_official_logo.png" width="512">
+<img src="docs/illustrations/logos/logo_choice_learn.png" width="300">
 
-*Design custom choice models for large dataset*
+*Large-scale choice modeling through the lens of machine learning*
 
 [![CI status](https://github.com/artefactory/choice-learn-private/actions/workflows/ci.yaml/badge.svg)](https://github.com/artefactory/choice-learn-private/actions/workflows/ci.yaml?query=branch%3Amain)
 [![Python Version](https://img.shields.io/badge/python-3.8%20%7C%203.9%20%7C%203.10-blue.svg)]()
-
 [![Linting , formatting, imports sorting: ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
 [![security: bandit](https://img.shields.io/badge/security-bandit-yellow.svg)](https://github.com/PyCQA/bandit)
 [![Pre-commit](https://img.shields.io/badge/pre--commit-enabled-informational?logo=pre-commit&logoColor=white)](https://github.com/artefactory/choice-learn-private/blob/main/.pre-commit-config.yaml)
diff --git a/docs/illustrations/logos/logo_choice_learn.png b/docs/illustrations/logos/logo_choice_learn.png
new file mode 100644
index 00000000..6c5709d9
Binary files /dev/null and b/docs/illustrations/logos/logo_choice_learn.png differ
diff --git a/docs/logo_choice_learn.png b/docs/logo_choice_learn.png
new file mode 100644
index 00000000..6c5709d9
Binary files /dev/null and b/docs/logo_choice_learn.png differ