diff --git a/apps/start/src/routes/_app.$organizationId.$projectId.groups_.$groupId._tabs.members.tsx b/apps/start/src/routes/_app.$organizationId.$projectId.groups_.$groupId._tabs.members.tsx
index 12468c40..edf058d9 100644
--- a/apps/start/src/routes/_app.$organizationId.$projectId.groups_.$groupId._tabs.members.tsx
+++ b/apps/start/src/routes/_app.$organizationId.$projectId.groups_.$groupId._tabs.members.tsx
@@ -25,7 +25,7 @@ function Component() {
     ...trpc.group.listProfiles.queryOptions({
       projectId,
       groupId,
-      cursor: page - 1,
+      cursor: (page - 1) * 50,
       take: 50,
       search: debouncedSearch || undefined,
     }),
diff --git a/packages/db/src/buffers/profile-buffer.ts b/packages/db/src/buffers/profile-buffer.ts
index 334869d1..6ff7c00b 100644
--- a/packages/db/src/buffers/profile-buffer.ts
+++ b/packages/db/src/buffers/profile-buffer.ts
@@ -65,8 +65,8 @@ export class ProfileBuffer extends BaseBuffer {
   ): Promise<T> {
     const lockKey = `profile-lock:${projectId}:${profileId}`;
     const lockId = generateSecureId('lock');
-    const maxRetries = 10;
-    const retryDelayMs = 25;
+    const maxRetries = 20;
+    const retryDelayMs = 50;
 
     for (let i = 0; i < maxRetries; i++) {
       const acquired = await this.redis.set(lockKey, lockId, 'EX', 5, 'NX');
diff --git a/packages/db/src/services/group.service.ts b/packages/db/src/services/group.service.ts
index d3b46c82..e966cabc 100644
--- a/packages/db/src/services/group.service.ts
+++ b/packages/db/src/services/group.service.ts
@@ -102,6 +102,7 @@ export async function getGroupById(
     FROM ${TABLE_NAMES.groups} FINAL
     WHERE project_id = ${sqlstring.escape(projectId)}
       AND id = ${sqlstring.escape(id)}
+      AND deleted = 0
   `);
   return rows[0] ? transformGroup(rows[0]) : null;
 }
@@ -121,6 +122,7 @@ export async function getGroupList({
 }): Promise<IServiceGroup[]> {
   const conditions = [
     `project_id = ${sqlstring.escape(projectId)}`,
+    'deleted = 0',
     ...(type ? [`type = ${sqlstring.escape(type)}`] : []),
     ...(search
       ? [
@@ -151,6 +153,7 @@ export async function getGroupListCount({
 }): Promise<number> {
   const conditions = [
     `project_id = ${sqlstring.escape(projectId)}`,
+    'deleted = 0',
     ...(type ? [`type = ${sqlstring.escape(type)}`] : []),
     ...(search
       ? [
@@ -172,6 +175,7 @@ export async function getGroupTypes(projectId: string): Promise<string[]> {
     SELECT DISTINCT type
     FROM ${TABLE_NAMES.groups} FINAL
     WHERE project_id = ${sqlstring.escape(projectId)}
+      AND deleted = 0
   `);
   return rows.map((r) => r.type);
 }
@@ -239,6 +243,7 @@ export async function getGroupPropertyKeys(
     SELECT DISTINCT arrayJoin(mapKeys(properties)) as key
     FROM ${TABLE_NAMES.groups} FINAL
     WHERE project_id = ${sqlstring.escape(projectId)}
+      AND deleted = 0
   `);
   return rows.map((r) => r.key).sort();
 }
@@ -274,7 +279,7 @@ export async function getGroupMemberProfiles({
   take: number;
   search?: string;
 }): Promise<{ data: IServiceProfile[]; count: number }> {
-  const offset = Math.max(0, (cursor ?? 0) * take);
+  const offset = Math.max(0, cursor ?? 0);
   const searchCondition = search?.trim()
     ? `AND (email ILIKE ${sqlstring.escape(`%${search.trim()}%`)} OR first_name ILIKE ${sqlstring.escape(`%${search.trim()}%`)} OR last_name ILIKE ${sqlstring.escape(`%${search.trim()}%`)})`
     : '';
diff --git a/packages/trpc/src/routers/chart.ts b/packages/trpc/src/routers/chart.ts
index 1eec7dde..6699c7ff 100644
--- a/packages/trpc/src/routers/chart.ts
+++ b/packages/trpc/src/routers/chart.ts
@@ -374,6 +374,7 @@ export const chartRouter = createTRPCRouter({
           .select<{ values: string }>([`distinct ${selectExpr} as values`])
           .from(TABLE_NAMES.groups, true)
           .where('project_id', '=', projectId)
+          .where('deleted', '=', 0)
           .where(selectExpr, '!=', '')
           .where(selectExpr, 'IS NOT NULL', null)
           .orderBy('created_at', 'DESC')