diff --git a/config.md b/config.md
index f3cf6e5..4502d42 100644
--- a/config.md
+++ b/config.md
@@ -50,6 +50,7 @@ Verified errors to never re-introduce. Add entries as you catch mistakes.
 | Correction | Details |
 |-----------|---------|
 | Degree name | B.Eng. official name: "Information and Telecommunication Technologies". M.Eng. official name: "Computer Aided Engineering" with focus in Software Design and Software Engineering. Use "Software Design & Engineering" as the focus description on resumes — more recognizable than the official programme name. |
+| Education dates | B.Eng. **Oct 2009 – Oct 2012** (start 10/2009, finished 01.10.2012). M.Eng. **Apr 2012 – Oct 2013** (01.04.2012 – 01.10.2013). Programmes overlap by design — do NOT "fix" the overlap. Both at Universität der Bundeswehr München. |
 | Swisscom title | Senior: Oct 2023 – Apr 2025. Staff (Engineer IV): Apr 2025 – Present. Use "Staff Data, Analytics & AI Engineer" for current role; note promotion if space allows. |
 | Swisscom data domains | Fulfillment and Product Analysis — use both when describing scope of pipeline work. |
 | French + Italian in Zeugnis | Swisscom Zeugnis lists French and Italian — this is HR boilerplate, NOT accurate. Do NOT include on any resume or CV. Actual languages: German (native), English (fluent), Norwegian + Russian (basic, non-professional). |
diff --git a/output/Equinor_AI_Manager/e2e_equinor_ai_manager_resume.tex b/output/Equinor_AI_Manager/e2e_equinor_ai_manager_resume.tex
index 2da0db7..e24037c 100644
--- a/output/Equinor_AI_Manager/e2e_equinor_ai_manager_resume.tex
+++ b/output/Equinor_AI_Manager/e2e_equinor_ai_manager_resume.tex
@@ -138,11 +138,11 @@ Software and AI engineer with 11+ years building and operating production data a
 %	EDUCATION — FIXED
 %----------------------------------------------------------------------------------------
 \begin{rSection}{Education}
-{M.Eng.\ Computer Aided Engineering (Software Design \& Engineering)} \hfill {\textcolor{black!60}{Oct 2010 -- Jul 2013}}\\
+{M.Eng.\ Computer Aided Engineering (Software Design \& Engineering)} \hfill {\textcolor{black!60}{Apr 2012 -- Oct 2013}}\\
 {Universit\"at der Bundeswehr M\"unchen}; thesis at Tongji University, Shanghai \hfill Thesis Grade: \textbf{1.0}\\
 {\small Thesis: \textit{Development of a Web-Based Remote Fault Diagnosis System} (Neural Networks, PSO, Fuzzy Logic)}
 
-{B.Eng.\ Information and Telecommunication Technologies} \hfill {\textcolor{black!60}{Oct 2007 -- Sep 2010}}\\
+{B.Eng.\ Information and Telecommunication Technologies} \hfill {\textcolor{black!60}{Oct 2009 -- Oct 2012}}\\
 {Universit\"at der Bundeswehr M\"unchen}, Munich, Germany
 \end{rSection}
 \vspace{-0.15cm}