diff --git a/_posts/2024-09-02-survey-announcement.md b/_posts/2024-09-02-survey-announcement.md
index 3861374..bde3a8b 100644
--- a/_posts/2024-09-02-survey-announcement.md
+++ b/_posts/2024-09-02-survey-announcement.md
@@ -8,44 +8,47 @@ tags:
   - Community
   - Open Source
 
-
 postauthors:
   - name: Inessa Pawson
     email: inessapawson@gmail.com
-    website: [https://github.com/inessapawson](https://github.com/inessapawson) 
-    image: "inessa_pawson.jpeg"
-
+    website: https://github.com/inessapawson
+    image: "inessa_pawson.jpg"
   - name: François Goupil
     email: francois.goupil@inria.fr
     website: https://github.com/francoisgoupil
     image: "francois_goupil.jpeg"
 ---
+<div>
+  <img src="/assets/images/posts_images/{{ page.featured-image }}" alt="">
+  {% include postauthor.html %}
+</div>
 
 We are excited to announce the launch of the scikit-learn user survey! Scikit-learn
-continues to evolve thanks to contributions from its diverse user community. As we 
-plan for future releases, we want to ensure we are focusing on what matters most to 
-you — our users.
+continues to evolve thanks to contributions from its diverse user community. As we plan
+for future releases, we want to ensure we are focusing on what matters most to you — our
+users.
 
-The goal of this survey is to better understand how users interact with the library, 
-identify any pain points, learn about the features you find most useful, and what’s 
-missing. This is your chance to have a say in how the library grows and adapts to meet 
+The goal of this survey is to better understand how users interact with the library,
+identify any pain points, learn about the features you find most useful, and what’s
+missing. This is your chance to have a say in how the library grows and adapts to meet
 the evolving needs of the machine learning community.
 
-The survey will take about 15 minutes of your time. It is available in Arabic, French, 
-English, Japanese, Mandarin, Spanish, and Portuguese. You have the option to remain 
-completely anonymous, and the data collected will be used solely for the purpose of 
+The survey will take about 15 minutes of your time. It is available in Arabic, French,
+English, Japanese, Mandarin, Spanish, and Portuguese. You have the option to remain
+completely anonymous, and the data collected will be used solely for the purpose of
 improving scikit-learn.
 
-This user survey is a truly collaborative effort. We would like to thank the teams from 
-probabl, University of Oxford (UK), and POSSEE OpenTeams, as well as many scikit-learn 
+This user survey is a truly collaborative effort. We would like to thank the teams from
+probabl, University of Oxford (UK), and POSSEE OpenTeams, as well as many scikit-learn
 contributors, for their time and effort in designing and translating it.
 
-Once the survey closes, we’ll analyze the responses and publish the findings in a follow-up 
-blog post.
+Once the survey closes, we’ll analyze the responses and publish the findings in a
+follow-up blog post.
 
-To take the survey, visit: https://forms.gle/p5P7AweCJCbFMzfo6. The survey will remain open until 
-October 14th, 2024, and we encourage you to share it with your colleagues and extended network.
+To take the survey, visit: https://forms.gle/p5P7AweCJCbFMzfo6. The survey will remain
+open until October 14th, 2024, and we encourage you to share it with your colleagues and
+extended network.
 
-We value every contribution in our community, and we’re committed to making scikit-learn even better. 
-Your feedback is the foundation upon which scikit-learn will continue to grow and evolve. We look 
-forward to hearing from you!
+We value every contribution in our community, and we’re committed to making scikit-learn
+even better. Your feedback is the foundation upon which scikit-learn will continue to
+grow and evolve. We look forward to hearing from you!