diff --git a/docker/init.sh b/docker/init.sh
index 178735c0..ed74f101 100644
--- a/docker/init.sh
+++ b/docker/init.sh
@@ -16,9 +16,9 @@ cd frappe-bench
 
 # Use containers instead of localhost
 bench set-mariadb-host mariadb
-bench set-redis-cache-host redis:6379
-bench set-redis-queue-host redis:6379
-bench set-redis-socketio-host redis:6379
+bench set-redis-cache-host redis://redis:6379
+bench set-redis-queue-host redis://redis:6379
+bench set-redis-socketio-host redis://redis:6379
 
 # Remove redis, watch from Procfile
 sed -i '/redis/d' ./Procfile
diff --git a/frontend/src/components/Modals/EvaluationModal.vue b/frontend/src/components/Modals/EvaluationModal.vue
index 93488fe5..8c48ccae 100644
--- a/frontend/src/components/Modals/EvaluationModal.vue
+++ b/frontend/src/components/Modals/EvaluationModal.vue
@@ -148,7 +148,7 @@ function submitEvaluation(close) {
 				unavailabilityMessage = false
 			}
 
-			toast.warn(__('Evaluator is unavailable'))
+			toast.warning(__('Evaluator is unavailable'))
 		},
 	})
 }
diff --git a/frontend/src/components/Quiz.vue b/frontend/src/components/Quiz.vue
index 4b81c6ec..c1b0f04a 100644
--- a/frontend/src/components/Quiz.vue
+++ b/frontend/src/components/Quiz.vue
@@ -494,7 +494,7 @@ const getAnswers = () => {
 const checkAnswer = () => {
 	let answers = getAnswers()
 	if (!answers.length) {
-		toast.warn(__('Please select an option'))
+		toast.warning(__('Please select an option'))
 		return
 	}
 
diff --git a/frontend/src/pages/Courses.vue b/frontend/src/pages/Courses.vue
index 333d9d60..29917587 100644
--- a/frontend/src/pages/Courses.vue
+++ b/frontend/src/pages/Courses.vue
@@ -112,7 +112,6 @@ const { brand } = sessionStore()
 const courseCount = ref(0)
 
 onMounted(() => {
-	identifyUserPersona()
 	setFiltersFromQuery()
 	updateCourses()
 	getCourseCount()
@@ -177,6 +176,7 @@ const getCourseCount = () => {
 		doctype: 'LMS Course',
 	}).then((data) => {
 		courseCount.value = data
+		identifyUserPersona()
 	})
 }
 
diff --git a/frontend/src/pages/PersonaForm.vue b/frontend/src/pages/PersonaForm.vue
index 6f74214d..4b9c9831 100644
--- a/frontend/src/pages/PersonaForm.vue
+++ b/frontend/src/pages/PersonaForm.vue
@@ -1,6 +1,6 @@
 <template>
 	<div class="flex h-screen overflow-hidden sm:bg-gray-50">
-		<div class="relative h-full z-10 mx-auto pt-8 sm:w-max sm:pt-32">
+		<div class="relative h-full z-10 mx-auto sm:w-max pt-40">
 			<div class="mx-auto flex items-center justify-center space-x-2">
 				<LMSLogo class="size-7" />
 				<span
@@ -18,7 +18,7 @@
 
 				<div class="mb-5">
 					<div class="text-sm text-gray-700 mb-2">
-						{{ __('What is your main use case for Frappe Learning?') }}
+						{{ __('What is your use case for Frappe Learning?') }}
 					</div>
 					<FormControl
 						v-model="persona.useCase"
@@ -29,12 +29,12 @@
 
 				<div class="mb-5">
 					<div class="text-sm text-gray-700 mb-2">
-						{{ __('How many students are you planning to teach?') }}
+						{{ __('What best describes your role?') }}
 					</div>
 					<FormControl
-						v-model="persona.noOfStudents"
+						v-model="persona.role"
 						type="select"
-						:options="noOfStudentsOptions"
+						:options="roleOptions"
 					/>
 				</div>
 
@@ -65,7 +65,7 @@ const router = useRouter()
 const { brand } = sessionStore()
 
 const persona = reactive({
-	noOfStudents: null,
+	role: null,
 	useCase: null,
 })
 
@@ -97,6 +97,24 @@ const skipPersonaForm = () => {
 	})
 }
 
+const roleOptions = computed(() => {
+	const options = [
+		'Trainer / Instructor',
+		'Freelancer / Consultant',
+		'HR / L&D Professional',
+		'School / University Admin',
+		'Software Developer',
+		'Community Manager',
+		'Business Owner / Team Lead',
+		'Other',
+	]
+
+	return options.map((option) => ({
+		label: option,
+		value: option,
+	}))
+})
+
 const noOfStudentsOptions = computed(() => {
 	const options = [
 		'Less than 50',
diff --git a/frontend/src/pages/QuizSubmission.vue b/frontend/src/pages/QuizSubmission.vue
index 4438f30b..8ce00bee 100644
--- a/frontend/src/pages/QuizSubmission.vue
+++ b/frontend/src/pages/QuizSubmission.vue
@@ -2,10 +2,10 @@
 	<header
 		class="sticky top-0 z-10 flex items-center justify-between border-b bg-surface-white px-3 py-2.5 sm:px-5"
 	>
-		<Breadcrumbs v-if="submisisonDetails.doc" :items="breadcrumbs" />
+		<Breadcrumbs v-if="submissionDetails.doc" :items="breadcrumbs" />
 		<div class="space-x-2">
 			<Badge
-				v-if="submisisonDetails.isDirty"
+				v-if="submissionDetails.isDirty"
 				:label="__('Not Saved')"
 				variant="subtle"
 				theme="orange"
@@ -15,19 +15,19 @@
 			</Button>
 		</div>
 	</header>
-	<div v-if="submisisonDetails.doc" class="w-1/2 mx-auto py-5 space-y-5">
-		<div class="text-xl font-semibold text-ink-gray-9">
-			{{ submisisonDetails.doc.member_name }}
+	<div v-if="submissionDetails.doc" class="w-2/3 border-x mx-auto py-5">
+		<div class="text-xl px-10 font-semibold text-ink-gray-9 mb-5">
+			{{ submissionDetails.doc.member_name }}
 		</div>
-		<div class="space-y-4 border p-5 rounded-md">
+		<div class="space-y-4 border-b pb-5 px-10">
 			<div class="grid grid-cols-2 gap-5">
 				<FormControl
-					v-model="submisisonDetails.doc.quiz_title"
+					v-model="submissionDetails.doc.quiz_title"
 					:label="__('Quiz')"
 					:disabled="true"
 				/>
 				<FormControl
-					v-model="submisisonDetails.doc.member_name"
+					v-model="submissionDetails.doc.member_name"
 					:label="__('Member')"
 					:disabled="true"
 				/>
@@ -35,39 +35,39 @@
 
 			<div class="grid grid-cols-2 gap-5">
 				<FormControl
-					v-model="submisisonDetails.doc.score"
+					v-model="submissionDetails.doc.score"
 					:label="__('Score')"
 					:disabled="true"
 				/>
 				<FormControl
-					v-model="submisisonDetails.doc.percentage"
+					v-model="submissionDetails.doc.percentage"
 					:label="__('Percentage')"
 					:disabled="true"
 				/>
 			</div>
 		</div>
 
-		<div
-			v-for="(row, index) in submisisonDetails.doc.result"
-			class="border p-5 rounded-md space-y-4"
-		>
-			<div class="flex items-start space-x-1 font-semibold text-ink-gray-9">
-				<!-- <span>
-					{{ index + 1 }}.
-				</span> -->
-				<span class="leading-5" v-html="row.question"> </span>
-			</div>
-			<div class="leading-5 text-ink-gray-7 space-x-1">
-				<span> {{ __('Answer') }}: </span>
-				<span v-html="row.answer"></span>
-			</div>
-			<div class="grid grid-cols-2 gap-5">
-				<FormControl v-model="row.marks" :label="__('Marks')" />
-				<FormControl
-					v-model="row.marks_out_of"
-					:label="__('Marks out of')"
-					:disabled="true"
-				/>
+		<div class="divide-y">
+			<div
+				v-for="(row, index) in submissionDetails.doc.result"
+				class="py-5 px-10 space-y-4"
+			>
+				<div class="text-ink-gray-9">
+					<span class="font-semibold"> {{ __('Question') }}: </span>
+					<span class="leading-5" v-html="row.question"> </span>
+				</div>
+				<div class="">
+					<span class="font-semibold"> {{ __('Answer') }} </span>
+					<span class="leading-5" v-html="row.answer"></span>
+				</div>
+				<div class="grid grid-cols-2 gap-5">
+					<FormControl v-model="row.marks" :label="__('Marks')" />
+					<FormControl
+						v-model="row.marks_out_of"
+						:label="__('Marks out of')"
+						:disabled="true"
+					/>
+				</div>
 			</div>
 		</div>
 	</div>
@@ -119,7 +119,7 @@ const props = defineProps({
 	},
 })
 
-const submisisonDetails = createDocumentResource({
+const submissionDetails = createDocumentResource({
 	doctype: 'LMS Quiz Submission',
 	name: props.submission,
 	auto: true,
@@ -132,18 +132,18 @@ const breadcrumbs = computed(() => {
 			route: {
 				name: 'QuizSubmissionList',
 				params: {
-					quizID: submisisonDetails.doc.quiz,
+					quizID: submissionDetails.doc.quiz,
 				},
 			},
 		},
 		{
-			label: submisisonDetails.doc.quiz_title,
+			label: submissionDetails.doc.quiz_title,
 		},
 	]
 })
 
 const saveSubmission = () => {
-	submisisonDetails.save.submit(
+	submissionDetails.save.submit(
 		{},
 		{
 			onError(err) {
@@ -155,7 +155,7 @@ const saveSubmission = () => {
 
 usePageMeta(() => {
 	return {
-		title: `${submisisonDetails.doc.quiz_title}`,
+		title: `${submissionDetails.doc?.quiz_title}`,
 		icon: brand.favicon,
 	}
 })
diff --git a/lms/lms/doctype/lms_quiz/lms_quiz.py b/lms/lms/doctype/lms_quiz/lms_quiz.py
index f5acb29c..9936aa6e 100644
--- a/lms/lms/doctype/lms_quiz/lms_quiz.py
+++ b/lms/lms/doctype/lms_quiz/lms_quiz.py
@@ -96,9 +96,7 @@ def set_total_marks(questions):
 
 @frappe.whitelist()
 def quiz_summary(quiz, results):
-	score = 0
 	results = results and json.loads(results)
-	is_open_ended = False
 	percentage = 0
 
 	quiz_details = frappe.db.get_value(
@@ -108,7 +106,32 @@ def quiz_summary(quiz, results):
 		as_dict=1,
 	)
 
+	data = process_results(results, quiz)
+	results = data["results"]
+	score = data["score"]
+	is_open_ended = data["is_open_ended"]
+
 	score_out_of = quiz_details.total_marks
+	percentage = (score / score_out_of) * 100 if score_out_of else 0
+	submission = create_submission(
+		quiz, results, score_out_of, quiz_details.passing_percentage
+	)
+
+	save_progress_after_quiz(quiz_details, percentage)
+
+	return {
+		"score": score,
+		"score_out_of": score_out_of,
+		"submission": submission.name,
+		"pass": percentage == quiz_details.passing_percentage,
+		"percentage": percentage,
+		"is_open_ended": is_open_ended,
+	}
+
+
+def process_results(results, quiz):
+	score = 0
+	is_open_ended = False
 
 	for result in results:
 		question_details = frappe.db.get_value(
@@ -123,55 +146,28 @@ def quiz_summary(quiz, results):
 		result["marks_out_of"] = question_details.marks
 
 		if question_details.type != "Open Ended":
-			correct = result["is_correct"][0]
-			for point in result["is_correct"]:
-				correct = correct and point
-			result["is_correct"] = correct
+			if len(result["is_correct"]) > 0:
+				correct = result["is_correct"][0]
+				for point in result["is_correct"]:
+					correct = correct and point
+				result["is_correct"] = correct
+			else:
+				result["is_correct"] = 0
 
 			marks = question_details.marks if correct else 0
 			result["marks"] = marks
 			score += marks
 
 		else:
-			result["is_correct"] = 0
 			is_open_ended = True
-
-		percentage = (score / score_out_of) * 100
-		result["answer"] = re.sub(
-			r'<img[^>]*src\s*=\s*["\'](?=data:)(.*?)["\']', _save_file, result["answer"]
-		)
-
-	submission = frappe.new_doc("LMS Quiz Submission")
-	# Score and percentage are calculated by the controller function
-	submission.update(
-		{
-			"doctype": "LMS Quiz Submission",
-			"quiz": quiz,
-			"result": results,
-			"score": 0,
-			"score_out_of": score_out_of,
-			"member": frappe.session.user,
-			"percentage": 0,
-			"passing_percentage": quiz_details.passing_percentage,
-		}
-	)
-	submission.save(ignore_permissions=True)
-
-	if (
-		percentage >= quiz_details.passing_percentage
-		and quiz_details.lesson
-		and quiz_details.course
-	):
-		save_progress(quiz_details.lesson, quiz_details.course)
-	elif not quiz_details.passing_percentage:
-		save_progress(quiz_details.lesson, quiz_details.course)
+			result["is_correct"] = 0
+			result["answer"] = re.sub(
+				r'<img[^>]*src\s*=\s*["\'](?=data:)(.*?)["\']', _save_file, result["answer"]
+			)
 
 	return {
+		"results": results,
 		"score": score,
-		"score_out_of": score_out_of,
-		"submission": submission.name,
-		"pass": percentage == quiz_details.passing_percentage,
-		"percentage": percentage,
 		"is_open_ended": is_open_ended,
 	}
 
@@ -219,6 +215,36 @@ def get_corrupted_image_msg():
 	return _("Image: Corrupted Data Stream")
 
 
+def create_submission(quiz, results, score_out_of, passing_percentage):
+	submission = frappe.new_doc("LMS Quiz Submission")
+	# Score and percentage are calculated by the controller function
+	submission.update(
+		{
+			"doctype": "LMS Quiz Submission",
+			"quiz": quiz,
+			"result": results,
+			"score": 0,
+			"score_out_of": score_out_of,
+			"member": frappe.session.user,
+			"percentage": 0,
+			"passing_percentage": passing_percentage,
+		}
+	)
+	submission.save(ignore_permissions=True)
+	return submission
+
+
+def save_progress_after_quiz(quiz_details, percentage):
+	if (
+		percentage >= quiz_details.passing_percentage
+		and quiz_details.lesson
+		and quiz_details.course
+	):
+		save_progress(quiz_details.lesson, quiz_details.course)
+	elif not quiz_details.passing_percentage:
+		save_progress(quiz_details.lesson, quiz_details.course)
+
+
 @frappe.whitelist()
 def get_question_details(question):
 	if frappe.db.exists("LMS Quiz Question", question):