diff --git a/_data/people.yaml b/_data/people.yaml
index 36579a6..3747046 100644
--- a/_data/people.yaml
+++ b/_data/people.yaml
@@ -200,11 +200,9 @@
   social:
     github: irenelivia
   techniques:
-    - LSTMs for nowcasting time series
-    - Interested in GNNs for nowcasting, and much more
-  applications:
-    - In my phd: nowcasting convective cold pools from weather station time series
-    - In the near future: nowcasting solar/wind time series for energy meteorology
+    - (some experience in) LSTMs for nowcasting time series of thunderstorm outflows
+    - (interested in) Diffusion models for nowcasting solar radiation, and more
+
 - name: Nicolaj Hansen
   email: nih@dmi.dk
   social:
diff --git a/assets/img/ireneliviakruse.jpg b/assets/img/ireneliviakruse.jpg
new file mode 100644
index 0000000..8d57dd4
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