diff --git a/_data/citations.yaml b/_data/citations.yaml
index 7a6ab61..9d141d4 100644
--- a/_data/citations.yaml
+++ b/_data/citations.yaml
@@ -14,7 +14,7 @@
   - "J\xE1nos M\xE1rk Szalai-Gindl"
   publisher: arXiv
   date: '2023-11-14'
-  link: https://doi.org/gs9w7h
+  link: https://doi.org/10.48550/arxiv.2311.08118
   type: paper
   image: images/light.jpg
   description: Explainability in Graph Neural Networks (GNNs) is a new field growing
@@ -45,7 +45,7 @@
   - Sharath M Shankaranarayana
   publisher: arXiv
   date: '2023-10-30'
-  link: https://doi.org/gs9w7j
+  link: https://doi.org/10.48550/arxiv.2310.19573
   type: paper
   image: images/night.jpg
   description: Supervised machine learning relies on the availability of good labelled
@@ -72,7 +72,7 @@
   - "Eugenio F. S\xE1nchez-\xDAbeda"
   publisher: arXiv
   date: '2023-09-22'
-  link: https://doi.org/gtrktq
+  link: https://doi.org/10.48550/arxiv.2309.12913
   type: paper
   image: images/space.jpg
   description: ESaliency maps have become one of the most widely used interpretability
@@ -107,7 +107,7 @@
   - Juan Ramiro-Moreno
   publisher: IAENG-IJCS
   date: '2023-05-24'
-  link: https://doi.org/gt3cgs
+  link: https://doi.org/10.48550/arxiv.2302.12899
   type: paper
   image: images/cloud_city.jpg
   description: This paper presents a method for optimizing wireless networks by adjusting
diff --git a/_members/antonio-diaz.md b/_members/antonio-diaz.md
index 0690b2c..21ea88a 100644
--- a/_members/antonio-diaz.md
+++ b/_members/antonio-diaz.md
@@ -2,7 +2,7 @@
 name: Antonio Jesus Diaz Cano
 image: images/members/gai-lab/antonio.jpg
 role: scientist
-description: Data Scientist II
+description: Experienced Data Scientist
 lab: gai-lab
 aliases:
   - Antonio Jesus Diaz Cano
diff --git a/_members/anubhab-samal.md b/_members/anubhab-samal.md
index 9c74b2b..b541f89 100644
--- a/_members/anubhab-samal.md
+++ b/_members/anubhab-samal.md
@@ -2,6 +2,7 @@
 name: Anubhab Samal
 image: images/members/gai-lab/anubhab.png
 role: scientist
+description: Senior Data Scientist
 lab: gai-lab, board
 links:
   linkedin: anubhab-samal-0a5075183
diff --git a/_members/arindam-dey.md b/_members/arindam-dey.md
index d03ba5f..468de25 100644
--- a/_members/arindam-dey.md
+++ b/_members/arindam-dey.md
@@ -2,7 +2,7 @@
 name: Arimdam Dey
 image: images/members/fai-lab/arindam.jpg
 role: scientist
-description: Senior Data Scientist
+description: Master Data Scientist
 lab: fai-lab, board 
 links:
   linkedin: arindam-dey-576309158
diff --git a/_members/dani-bazo.md b/_members/dani-bazo.md
index cdaf844..6ad388a 100644
--- a/_members/dani-bazo.md
+++ b/_members/dani-bazo.md
@@ -1,8 +1,8 @@
 ---
-name: Dani Bazo
+name: Daniel Bazo
 image: images/members/gai-lab/dani.jpeg
 role: scientist
-description: Data Scientist
+description: Experienced Data Scientist
 lab: gai-lab
 links:
   linkedin: danibcorr
@@ -10,6 +10,7 @@ links:
   email: dani.bazo@ericsson.com
 ---
 
-# Dani Bazo
+# Daniel Bazo
 
 
+Daniel is a Data Scientist working on the classification of interference patterns in the Uplink of 4G and 5G networks. He previously worked at the Communications Engineering department of the University of Malaga in collaboration with Ericsson applying computer vision and image processing solutions.
\ No newline at end of file
diff --git a/_members/lucia-ferrer.md b/_members/lucia-ferrer.md
index 4ec6e7e..e8e0149 100644
--- a/_members/lucia-ferrer.md
+++ b/_members/lucia-ferrer.md
@@ -2,7 +2,7 @@
 name: Lucia Ferrer
 image: images/members/gai-lab/lucia.jpg
 role: scientist
-description: Data Scientist
+description: Experienced Data Scientist
 lab: gai-lab
 links:
   linkedin: lucía-ferrer-282a54234
diff --git a/_members/ziad-osman.md b/_members/ziad-osman.md
index e421a8d..3fec38f 100644
--- a/_members/ziad-osman.md
+++ b/_members/ziad-osman.md
@@ -2,7 +2,7 @@
 name: Ziad Osman
 image: images/members/mlr-lab/ziad.jpg
 role: scientist
-description: Principal Data Scientist
+description: Master Data Scientist
 lab: mlr-lab, board
 links:
   linkedin: ziad-osman-77920398