diff --git a/data/people.ts b/data/people.ts
index a8e7f386..215a4b33 100644
--- a/data/people.ts
+++ b/data/people.ts
@@ -543,6 +543,7 @@ const rawPeople = [
   {
     id: "James Zhang 0",
     roles: ["Developer"],
+    graduation: 2024,
   },
   {
     id: "Mohak Vaswani 0",
@@ -797,6 +798,7 @@ const rawPeople = [
   {
     id: "Jocelyn Horng 0",
     roles: ["Designer"],
+    graduation: 2024,
   },
   {
     id: "Kacy Umana 0",
@@ -827,6 +829,7 @@ const rawPeople = [
   {
     id: "Melina Dimitropoulou 0",
     roles: ["Developer"],
+    graduation: 2024,
   },
   {
     id: "Nitya Pillai 0",
@@ -895,6 +898,7 @@ const rawPeople = [
   {
     id: "Sujana Nagasuri 0",
     roles: ["Designer"],
+    graduation: 2024,
   },
   {
     id: "Tiffany Lee 0",
@@ -920,10 +924,6 @@ const rawPeople = [
     id: "Jacob Hansen 0",
     roles: ["Developer"],
   },
-  {
-    id: "Jacob Lee 0",
-    roles: ["Developer"],
-  },
   {
     id: "Karen Yan 0",
     roles: ["Developer"],
@@ -968,10 +968,6 @@ const rawPeople = [
     id: "Sophia Zhu 0",
     roles: ["Developer"],
   },
-  {
-    id: "Sydney Badescu 0",
-    roles: ["Developer"],
-  },
   {
     id: "Alice Lam 0",
     roles: ["Designer"],
diff --git a/images/all-images.ts b/images/all-images.ts
index 21fed18e..8340ccc0 100644
--- a/images/all-images.ts
+++ b/images/all-images.ts
@@ -48,6 +48,7 @@ const allImages = {
   "members/amrit_singh_0": { width: 2203, height: 2203, maxSize: 1080, extension: ".jpg" },
   "members/andrew_caballero_0": { width: 1991, height: 1991, maxSize: 1080, extension: ".jpg" },
   "members/andrew_masek_0": { width: 512, height: 512, maxSize: 640, extension: ".jpg" },
+  "members/andrew_pu_0": { width: 1365, height: 1365, maxSize: 1080, extension: ".jpg" },
   "members/andrew_russell_0": { width: 4000, height: 4000, maxSize: 1080, extension: ".jpg" },
   "members/andrew_zhou_0": { width: 792, height: 742, maxSize: 828, extension: ".jpg" },
   "members/annie_wen_0": { width: 1301, height: 1301, maxSize: 1080, extension: ".jpg" },
@@ -137,7 +138,7 @@ const allImages = {
   "members/lydia_smith_0": { width: 600, height: 636, maxSize: 640, extension: ".jpg" },
   "members/madhav_bansal_0": { width: 1818, height: 1890, maxSize: 1080, extension: ".jpg" },
   "members/madison_plotkin_0": { width: 1170, height: 1170, maxSize: 1080, extension: ".jpg" },
-  "members/mandy_lai_0": { width: 750, height: 750, maxSize: 750, extension: ".jpg" },
+  "members/mandy_lai_0": { width: 1300, height: 1300, maxSize: 1080, extension: ".png" },
   "members/megan_leong_0": { width: 1340, height: 1340, maxSize: 1080, extension: ".jpg" },
   "members/melanie_haro_0": { width: 1262, height: 1262, maxSize: 1080, extension: ".jpg" },
   "members/melina_dimitropoulou_0": { width: 459, height: 459, maxSize: 640, extension: ".jpg" },
@@ -145,6 +146,7 @@ const allImages = {
   "members/mohak_vaswani_0": { width: 700, height: 700, maxSize: 750, extension: ".png" },
   "members/mrinal_sharma_0": { width: 903, height: 903, maxSize: 1080, extension: ".jpg" },
   "members/mylinh_lac_0": { width: 3024, height: 3024, maxSize: 1080, extension: ".jpg" },
+  "members/nancy_liu_0": { width: 1740, height: 2175, maxSize: 1080, extension: ".jpg" },
   "members/nandini_desai_0": { width: 4059, height: 4000, maxSize: 1080, extension: ".jpg" },
   "members/navid_boloorian_0": { width: 400, height: 400, maxSize: 640, extension: ".jpg" },
   "members/nicholas_vanny_0": { width: 2370, height: 2171, maxSize: 1080, extension: ".jpg" },
@@ -158,6 +160,7 @@ const allImages = {
   "members/parth_patel_0": { width: 800, height: 800, maxSize: 828, extension: ".png" },
   "members/patrick_brown_0": { width: 1080, height: 1080, maxSize: 1080, extension: ".png" },
   "members/philip_zhang_0": { width: 854, height: 854, maxSize: 1080, extension: ".jpg" },
+  "members/pranav_soma_0": { width: 986, height: 974, maxSize: 1080, extension: ".png" },
   "members/pratyush_chand_0": { width: 296, height: 358, maxSize: 384, extension: ".jpg" },
   "members/rachel_blumin_0": { width: 2218, height: 2218, maxSize: 1080, extension: ".jpg" },
   "members/rachel_wei_0": { width: 2742, height: 2742, maxSize: 1080, extension: ".jpg" },
@@ -181,6 +184,7 @@ const allImages = {
   "members/shreya_gupta_0": { width: 938, height: 930, maxSize: 1080, extension: ".jpg" },
   "members/sidhant_rohatgi_0": { width: 1748, height: 1748, maxSize: 1080, extension: ".jpg" },
   "members/sophia_yu_0": { width: 2208, height: 2208, maxSize: 1080, extension: ".png" },
+  "members/sophia_zhu_0": { width: 1896, height: 1896, maxSize: 1080, extension: ".jpg" },
   "members/stephen_tan_0": { width: 2316, height: 3088, maxSize: 1080, extension: ".jpg" },
   "members/steven_shi_0": { width: 2560, height: 2560, maxSize: 1080, extension: ".jpg" },
   "members/sujana_nagasuri_0": { width: 512, height: 512, maxSize: 640, extension: ".jpg" },