diff --git a/artifacts/cv_research/Ahmet_Kerem_Ozbay_CV_EN_v2.md b/artifacts/cv_research/Ahmet_Kerem_Ozbay_CV_EN_v2.md
index e9e15b5..99fff40 100644
--- a/artifacts/cv_research/Ahmet_Kerem_Ozbay_CV_EN_v2.md
+++ b/artifacts/cv_research/Ahmet_Kerem_Ozbay_CV_EN_v2.md
@@ -1,8 +1,9 @@
 # AHMET KEREM ÖZBAY
 Warehouse Operations | Logistics & International Trade (Graduate)
 
-Currently in Lyon, France (short stay) • Malatya, Turkey • Open to relocation (France/EU) • Open to shift work
-+90 544 904 3303 • ozbaykerem18@gmail.com • LinkedIn: [add URL]
+Currently mobile in EU • Malatya, Turkey • Open to relocation • Open to shift work
++90 544 904 3303 • ozbaykerem18@gmail.com • 
+LinkedIn: https://www.linkedin.com/in/ahmet-kerem-%C3%B6zbay-204505261
 
 Summary
 Warehouse operator with hands-on experience in picking, packing, receiving, labeling, and stock put-away, plus a B.A. in International Trade & Logistics. Strong barcode-check discipline, quantity verification, and 5S mindset to protect accuracy and flow under dispatch deadlines. English C1 and advanced Excel/Office skills. Open to shift work and relocation where needed.
@@ -32,7 +33,4 @@ Languages
 English (C1) • French (A1) • German (A1)
 
 Certifications & Licenses
-B driving license • UAV pilot license
-
-Optional (France-only transparency line)
-Work authorization: requires employer-sponsored work permit (France).
+B driving license • UAV pilot license
\ No newline at end of file