diff --git a/frontend/src/components/project/partials/FilterInput.vue b/frontend/src/components/project/partials/FilterInput.vue
index f6b1f8a79..a9d2d411e 100644
--- a/frontend/src/components/project/partials/FilterInput.vue
+++ b/frontend/src/components/project/partials/FilterInput.vue
@@ -11,6 +11,15 @@ import XLabel from '@/components/tasks/partials/label.vue'
 import User from '@/components/misc/user.vue'
 import ProjectUserService from '@/services/projectUsers'
 import {useProjectStore} from '@/stores/projects'
+import {
+	DATE_FIELDS,
+	ASSIGNEE_FIELDS,
+	AUTOCOMPLETE_FIELDS,
+	AVAILABLE_FILTER_FIELDS,
+	FILTER_JOIN_OPERATOR,
+	FILTER_OPERATORS,
+	FILTER_OPERATORS_REGEX,
+} from '@/helpers/filters'
 
 const {
 	modelValue,
@@ -48,60 +57,6 @@ watch(
 const userService = new UserService()
 const projectUserService = new ProjectUserService()
 
-const dateFields = [
-	'dueDate',
-	'startDate',
-	'endDate',
-	'doneAt',
-	'reminders',
-]
-
-const assigneeFields = [
-	'assignees',
-]
-
-const labelFields = [
-	'labels',
-]
-
-const autocompleteFields = [
-	...labelFields,
-	...assigneeFields,
-	'project',
-]
-
-const availableFilterFields = [
-	'done',
-	'priority',
-	'usePriority',
-	'percentDone',
-	...dateFields,
-	...assigneeFields,
-	...labelFields,
-]
-
-const filterOperators = [
-	'!=',
-	'=',
-	'>',
-	'>=',
-	'<',
-	'<=',
-	'like',
-	'in',
-	'?=',
-]
-
-const filterJoinOperators = [
-	'&&',
-	'||',
-	'(',
-	')',
-]
-
-const FILTER_OPERATORS_REGEX = '(&lt;|&gt;|&lt;=|&gt;=|=|!=)'
-const FILTER_JOIN_OPERATORS_REGEX = '(&amp;&amp;|\|\||\(|\))'
-
 function escapeHtml(unsafe: string): string {
 	return unsafe
 		.replace(/&/g, '&amp;')
@@ -122,7 +77,7 @@ function unEscapeHtml(unsafe: string): string {
 
 const highlightedFilterQuery = computed(() => {
 	let highlighted = escapeHtml(filterQuery.value)
-	dateFields
+	DATE_FIELDS
 		.forEach(o => {
 			const pattern = new RegExp(o + '(\\s*)' + FILTER_OPERATORS_REGEX + '(\\s*)([\'"]?)([^\'"\\s]+\\1?)?', 'ig')
 			highlighted = highlighted.replaceAll(pattern, (match, spacesBefore, token, spacesAfter, start, value, position) => {
@@ -133,7 +88,7 @@ const highlightedFilterQuery = computed(() => {
 				return `${o}${spacesBefore}${token}${spacesAfter}<button class="is-primary filter-query__date_value" data-position="${position}">${value}</button><span class="filter-query__date_value_placeholder">${value}</span>`
 			})
 		})
-	assigneeFields
+	ASSIGNEE_FIELDS
 		.forEach(f => {
 			const pattern = new RegExp(f + '\\s*' + FILTER_OPERATORS_REGEX + '\\s*([\'"]?)([^\'"\\s]+\\1?)?', 'ig')
 			highlighted = highlighted.replaceAll(pattern, (match, token, start, value) => {
@@ -169,17 +124,17 @@ const highlightedFilterQuery = computed(() => {
 				return `${f} ${token} <span class="filter-query__assignee_value" id="${id}">${value}<span>`
 			})
 		})
-	filterOperators
+	FILTER_OPERATORS
 		.map(o => ` ${escapeHtml(o)} `)
 		.forEach(o => {
 			highlighted = highlighted.replaceAll(o, `<span class="filter-query__operator">${o}</span>`)
 		})
-	filterJoinOperators
+	FILTER_JOIN_OPERATOR
 		.map(o => escapeHtml(o))
 		.forEach(o => {
 			highlighted = highlighted.replaceAll(o, `<span class="filter-query__join-operator">${o}</span>`)
 		})
-	availableFilterFields.forEach(f => {
+	AVAILABLE_FILTER_FIELDS.forEach(f => {
 		highlighted = highlighted.replaceAll(f, `<span class="filter-query__field">${f}</span>`)
 	})
 	return highlighted
@@ -234,7 +189,7 @@ function handleFieldInput(e, autocompleteOnInput) {
 	const cursorPosition = filterInput.value.selectionStart
 	const textUpToCursor = filterQuery.value.substring(0, cursorPosition)
 
-	autocompleteFields.forEach(field => {
+	AUTOCOMPLETE_FIELDS.forEach(field => {
 		const pattern = new RegExp('(' + field + '\\s*' + FILTER_OPERATORS_REGEX + '\\s*)([\'"]?)([^\'"&\|\(\)]+\\1?)?$', 'ig')
 		const match = pattern.exec(textUpToCursor)
 
diff --git a/frontend/src/components/project/partials/filters.vue b/frontend/src/components/project/partials/filters.vue
index ce43e0707..68a6a70be 100644
--- a/frontend/src/components/project/partials/filters.vue
+++ b/frontend/src/components/project/partials/filters.vue
@@ -41,6 +41,9 @@ import {objectToSnakeCase} from '@/helpers/case'
 import FilterInput from '@/components/project/partials/FilterInput.vue'
 import {useRoute} from 'vue-router'
 import type {TaskFilterParams} from '@/services/taskCollection'
+import {useLabelStore} from '@/stores/labels'
+import {useProjectStore} from '@/stores/projects'
+import {transformFilterStringForApi} from '@/helpers/filters'
 
 const props = defineProps({
 	hasTitle: {
@@ -78,8 +81,21 @@ watchDebounced(
 	},
 	{immediate: true, debounce: 500, maxWait: 1000},
 )
+
+const labelStore = useLabelStore()
+const projectStore = useProjectStore()
+
 function change() {
-	modelValue.value = params.value
+	const filter = transformFilterStringForApi(
+		params.value.filter,
+		labelTitle => labelStore.filterLabelsByQuery([], labelTitle)[0]?.id || null,
+		projectTitle => projectStore.searchProject(projectTitle)[0]?.id || null,
+	)
+	
+	modelValue.value = {
+		...params.value,
+		filter,
+	}
 }
 </script>
 
diff --git a/frontend/src/helpers/filters.test.ts b/frontend/src/helpers/filters.test.ts
new file mode 100644
index 000000000..1ad9fb9fe
--- /dev/null
+++ b/frontend/src/helpers/filters.test.ts
@@ -0,0 +1,85 @@
+import {describe, expect, it} from 'vitest'
+import {transformFilterStringForApi} from '@/helpers/filters'
+
+const nullResolver = (title: string) => null
+describe('Filter Transformation', () => {
+
+	const cases = {
+		'done': 'done',
+		'priority': 'priority',
+		'percentDone': 'percent_done',
+		'dueDate': 'due_date',
+		'startDate': 'start_date',
+		'endDate': 'end_date',
+		'doneAt': 'done_at',
+		'reminders': 'reminders',
+		'assignees': 'assignees',
+		'labels': 'labels',
+	}
+
+	for (const c in cases) {
+		it('should transform all filter params for ' + c + ' to snake_case', () => {
+			const transformed = transformFilterStringForApi(c + ' = ipsum', nullResolver, nullResolver)
+
+			expect(transformed).toBe(cases[c] + ' = ipsum')
+		})
+	}
+	
+	it('should correctly resolve labels', () => {
+		const transformed = transformFilterStringForApi(
+			'labels = lorem',
+			(title: string) => 1,
+			nullResolver,
+		)
+		
+		expect(transformed).toBe('labels = 1')
+	})
+
+	it('should correctly resolve multiple labels', () => {
+		const transformed = transformFilterStringForApi(
+			'labels = lorem && dueDate = now && labels = ipsum',
+			(title: string) => {
+				switch (title) {
+					case 'lorem':
+						return 1
+					case 'ipsum':
+						return 2
+					default:
+						return null
+				}
+			},
+			nullResolver,
+		)
+
+		expect(transformed).toBe('labels = 1&& due_date = now && labels = 2')
+	})
+
+	it('should correctly resolve projects', () => {
+		const transformed = transformFilterStringForApi(
+			'project = lorem',
+			nullResolver,
+			(title: string) => 1,
+		)
+
+		expect(transformed).toBe('project = 1')
+	})
+	
+	it('should correctly resolve multiple projects', () => {
+		const transformed = transformFilterStringForApi(
+			'project = lorem && dueDate = now || project = ipsum',
+			nullResolver,
+			(title: string) => {
+				switch (title) {
+					case 'lorem':
+						return 1
+					case 'ipsum':
+						return 2
+					default:
+						return null
+				}
+			},
+		)
+
+		expect(transformed).toBe('project = 1&& due_date = now || project = 2')
+	})
+})
diff --git a/frontend/src/helpers/filters.ts b/frontend/src/helpers/filters.ts
new file mode 100644
index 000000000..cb7a8e099
--- /dev/null
+++ b/frontend/src/helpers/filters.ts
@@ -0,0 +1,101 @@
+import {snakeCase} from 'snake-case'
+
+export const DATE_FIELDS = [
+	'dueDate',
+	'startDate',
+	'endDate',
+	'doneAt',
+	'reminders',
+]
+
+export const ASSIGNEE_FIELDS = [
+	'assignees',
+]
+
+export const LABEL_FIELDS = [
+	'labels',
+]
+
+export const PROJECT_FIELDS = [
+	'project',
+]
+
+export const AUTOCOMPLETE_FIELDS = [
+	...LABEL_FIELDS,
+	...ASSIGNEE_FIELDS,
+	...PROJECT_FIELDS,
+]
+
+export const AVAILABLE_FILTER_FIELDS = [
+	'done',
+	'priority',
+	'percentDone',
+	...DATE_FIELDS,
+	...ASSIGNEE_FIELDS,
+	...LABEL_FIELDS,
+]
+
+export const FILTER_OPERATORS = [
+	'!=',
+	'=',
+	'>',
+	'>=',
+	'<',
+	'<=',
+	'like',
+	'in',
+	'?=',
+]
+
+export const FILTER_JOIN_OPERATOR = [
+	'&&',
+	'||',
+	'(',
+	')',
+]
+
+export const FILTER_OPERATORS_REGEX = '(&lt;|&gt;|&lt;=|&gt;=|=|!=)'
+
+export function transformFilterStringForApi(
+	filter: string,
+	labelResolver: (title: string) => number | null,
+	projectResolver: (title: string) => number | null,
+): string {
+	// Transform labels to ids
+	LABEL_FIELDS.forEach(field => {
+		const pattern = new RegExp('(' + field + '\\s*' + FILTER_OPERATORS_REGEX + '\\s*)([\'"]?)([^\'"&\|\(\)]+\\1?)?', 'ig')
+
+		let match: RegExpExecArray | null
+		while ((match = pattern.exec(filter)) !== null) {
+			const [matched, prefix, operator, space, keyword] = match
+			if (keyword) {
+				const labelId = labelResolver(keyword.trim())
+				if (labelId !== null) {
+					filter = filter.replace(keyword, String(labelId))
+				}
+			}
+		}
+	})
+	// Transform projects to ids
+	PROJECT_FIELDS.forEach(field => {
+		const pattern = new RegExp('(' + field + '\\s*' + FILTER_OPERATORS_REGEX + '\\s*)([\'"]?)([^\'"&\|\(\)]+\\1?)?', 'ig')
+
+		let match: RegExpExecArray | null
+		while ((match = pattern.exec(filter)) !== null) {
+			const [matched, prefix, operator, space, keyword] = match
+			if (keyword) {
+				const projectId = projectResolver(keyword.trim())
+				if (projectId !== null) {
+					filter = filter.replace(keyword, String(projectId))
+				}
+			}
+		}
+	})
+
+	// Transform all attributes to snake case
+	AVAILABLE_FILTER_FIELDS.forEach(f => {
+		filter = filter.replace(f, snakeCase(f))
+	})
+
+	return filter
+}