diff --git a/content/people/ibarasin/index.md b/content/people/ibarasin/index.md
index add6cc34..ecef9f12 100644
--- a/content/people/ibarasin/index.md
+++ b/content/people/ibarasin/index.md
@@ -16,15 +16,15 @@ role: "MSc student"
 
 # Organizations/Affiliations
 organizations:
-- name: Jožef Stefan Institute
-  url: https://ijs.si
+- name: NLB Group, Slovenia
+  url: https://www.nlb.si
 
 # COBISS/SICRIS identifier
 cobiss:
 
 # The date when joined / departed from the lab. Empty if not used
 date_start: "2024-07-01"
-date_end:
+date_end: "2025-09-01"
 
 # Short bio (displayed in user profile at end of posts)
 bio: ""
@@ -38,5 +38,6 @@ interests:
 #   Set this to `[]` or comment out if you are not using People widget.
 user_groups:
 - researchers
+- alumni
 ---
 I received my Bachelor's degree in Computer Science from the University of Ljubljana in 2024. I am currently a Master's student in Data Science at the University of Novo Mesto. My research focuses on Kolmogorov-Arnold Networks.
\ No newline at end of file
diff --git a/content/people/jhribar/index.md b/content/people/jhribar/index.md
index 350d2183..91aa495b 100644
--- a/content/people/jhribar/index.md
+++ b/content/people/jhribar/index.md
@@ -18,6 +18,8 @@ role: "MSCA Fellow"
 organizations:
 - name: Jožef Stefan Institute
   url: https://ijs.si
+- name: Arctur
+  url: https://www.arctur.si
 
 # COBISS/SICRIS identifier
 cobiss: 56214
diff --git a/content/people/lkrizaj/index.md b/content/people/lkrizaj/index.md
new file mode 100644
index 00000000..64e2a6f3
--- /dev/null
+++ b/content/people/lkrizaj/index.md
@@ -0,0 +1,43 @@
+---
+# personal photo
+avatar: "lkrizaj.jpg"
+
+# position index is used for sorting/positioning on the website
+position: 0
+
+# Prefix (before the name), typically Dr., Mag., ...
+prefix: ""
+
+# Display name
+title: "Lea Križaj"
+
+# Role/position
+role: "BSc student"
+
+# Organizations/Affiliations
+organizations:
+- name: Jožef Stefan Institute
+  url: https://ijs.si
+
+# COBISS/SICRIS identifier
+cobiss:
+
+# The date when joined / departed from the lab. Empty if not used
+date_start: "2025-10-01"
+date_end:
+
+# Short bio (displayed in user profile at end of posts)
+bio: ""
+
+interests:
+- deep learning
+- time series
+- NN architectures
+
+# Organizational groups that you belong to (for People widget)
+#   Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- researchers
+---
+
+I am a computer science student at the University of Ljubljana, currently in the final year of my Bachelor’s degree at the Faculty of Computer and Information Science. My research interests are focused on time series classification and reconstruction using deep learning and the development of specialized neural network architectures.
\ No newline at end of file
diff --git a/content/people/lkrizaj/lkrizaj.jpg b/content/people/lkrizaj/lkrizaj.jpg
new file mode 100644
index 00000000..f0ae9634
Binary files /dev/null and b/content/people/lkrizaj/lkrizaj.jpg differ
diff --git a/content/people/mkaps/index.md b/content/people/mkaps/index.md
new file mode 100644
index 00000000..90dd9269
--- /dev/null
+++ b/content/people/mkaps/index.md
@@ -0,0 +1,44 @@
+---
+# personal photo
+avatar: "mkaps.jpg"
+
+# position index is used for sorting/positioning on the website
+position: 0
+
+# Prefix (before the name), typically Dr., Mag., ...
+prefix: ""
+
+# Display name
+title: "Miha Kapš"
+
+# Role/position
+role: "BSc student"
+
+# Organizations/Affiliations
+organizations:
+- name: Jožef Stefan Institute
+  url: https://ijs.si
+
+# COBISS/SICRIS identifier
+cobiss:
+
+# The date when joined / departed from the lab. Empty if not used
+date_start: "2025-09-01"
+date_end:
+
+# Short bio (displayed in user profile at end of posts)
+bio: ""
+
+interests:
+- time series analysis
+- diffusion models
+- deep learning
+- combinatorics and discrete mathematics
+
+# Organizational groups that you belong to (for People widget)
+#   Set this to `[]` or comment out if you are not using People widget.
+user_groups:
+- researchers
+---
+
+I am a bachelor’s student of Computer Science and Mathematics. At the Jožef Stefan Institute, I am involved in research-oriented projects in machine learning, with a primary focus on applications to time series data.
\ No newline at end of file
diff --git a/content/people/mkaps/mkaps.jpg b/content/people/mkaps/mkaps.jpg
new file mode 100644
index 00000000..69d9349d
Binary files /dev/null and b/content/people/mkaps/mkaps.jpg differ
diff --git a/content/people/skchou/index.md b/content/people/skchou/index.md
index f78f19b5..a330a7cf 100644
--- a/content/people/skchou/index.md
+++ b/content/people/skchou/index.md
@@ -3,7 +3,7 @@
 avatar: "skchou2.jpg"
 
 # position index is used for sorting/positioning on the website
-position: 50
+position: 0
 
 # Prefix (before the name), typically Dr., Mag., ...
 prefix: "Dr."
@@ -16,15 +16,15 @@ role: "Postdoc"
 
 # Organizations/Affiliations
 organizations:
-- name: Jozef Stefan Institute
-  url: https://ijs.si
+- name: Ericsson, Sweden
+  url: https://www.ericsson.com
 
 # COBISS/SICRIS identifier
 #cobiss: 
 
 # The date when joined / departed from the lab. Empty if not used
 date_start: "2023-10-17"
-#date_end:
+#date_end: "2025-12-15"
 
 # Short bio (displayed in user profile at end of posts)
 #bio: ""
@@ -39,6 +39,7 @@ interests:
 #   Set this to `[]` or comment out if you are not using People widget.
 user_groups:
 - researchers
+- alumni
 # - students
 # - leaders
 ---