diff --git a/vitty-backend-api/api/v2/userHandler.go b/vitty-backend-api/api/v2/userHandler.go
index a0a5a76..7997098 100644
--- a/vitty-backend-api/api/v2/userHandler.go
+++ b/vitty-backend-api/api/v2/userHandler.go
@@ -1,7 +1,10 @@
 package v2
 
 import (
+	"encoding/json"
 	"fmt"
+	"log"
+	"os"
 
 	"github.com/GDGVIT/vitty-backend/vitty-backend-api/api/middleware"
 	"github.com/GDGVIT/vitty-backend/vitty-backend-api/api/serializers"
@@ -19,6 +22,7 @@ func userHandler(api fiber.Router) {
 	group.Get("/suggested", getSuggestedUsers)
 	group.Get("/:username", getUser)
 	group.Delete("/:username", deleteUser)
+	group.Get("/emptyClassRooms", getEmptyClassRooms)
 }
 
 func searchUsers(c *fiber.Ctx) error {
@@ -83,3 +87,24 @@ func deleteUser(c *fiber.Ctx) error {
 		"detail": "User deleted successfully",
 	})
 }
+
+func getEmptyClassRooms(c *fiber.Ctx) error {
+	file, err := os.Open("./data/freeClasses.json")
+	if err != nil {
+		log.Printf("Error opening file: %v", err)
+		return c.Status(fiber.StatusInternalServerError).SendString("Please contact vitty support")
+	}
+	defer file.Close()
+
+	var freeClasses interface{}
+	decoder := json.NewDecoder(file)
+	err = decoder.Decode(&freeClasses)
+	if err != nil {
+		log.Fatalf("Error decoding JSON: %v", err)
+	}
+	if err != nil {
+		return c.Status(fiber.StatusInternalServerError).JSON(fiber.ErrInternalServerError)
+	}
+
+	return c.Status(fiber.StatusOK).JSON(freeClasses)
+}
diff --git a/vitty-backend-api/cli/commands/timetableCommands.go b/vitty-backend-api/cli/commands/timetableCommands.go
index daac625..1ec5265 100644
--- a/vitty-backend-api/cli/commands/timetableCommands.go
+++ b/vitty-backend-api/cli/commands/timetableCommands.go
@@ -1,7 +1,9 @@
 package commands
 
 import (
+	"encoding/json"
 	"fmt"
+	"os"
 
 	"github.com/GDGVIT/vitty-backend/vitty-backend-api/internal/database"
 	"github.com/GDGVIT/vitty-backend/vitty-backend-api/internal/models"
@@ -22,6 +24,12 @@ var TimetableCommands = []*cli.Command{
 		Usage:   "Fix slot times",
 		Action:  fixSlotTimes,
 	},
+	{
+		Name:    "empty-rooms",
+		Aliases: []string{"er"},
+		Usage:   "Shows empty classrooms",
+		Action:  getEmptyRooms,
+	},
 }
 
 func parseTimetable(c *cli.Context) error {
@@ -37,7 +45,7 @@ func parseTimetable(c *cli.Context) error {
 
 	fmt.Println("Parsed data: ")
 	fmt.Println(timetableV1)
-	fmt.Println("\n\n")
+	fmt.Print("\n\n")
 
 	var timetableSlots []models.Slot
 	for _, slot := range timetableV1 {
@@ -73,3 +81,83 @@ func fixSlotTimes(c *cli.Context) error {
 	}
 	return nil
 }
+
+func getEmptyRooms(c *cli.Context) error {
+	reset := "\033[0m"
+	red := "\033[31m"
+	green := "\033[32m"
+	cyan := "\033[36m "
+
+	fmt.Print(cyan, "Initiating ", reset)
+	fmt.Print("Extracting Class details... ")
+
+	err := database.DB.Exec(`
+		Drop table IF EXISTS joinData;
+		CREATE TABLE joinData (
+			class text,
+			slots JSONB
+		);
+
+		INSERT INTO joinData (class, slots)
+		SELECT
+			elems.data->>'venue' AS venue,
+			jsonb_agg( DISTINCT elems.data->>'slot') AS slots
+			FROM
+			timetables,
+			jsonb_array_elements(timetables.slots::jsonb) AS elems(data)
+			GROUP BY
+			elems.data->>'venue';
+	`).Error
+
+	if err != nil {
+		fmt.Println(red, "Failed")
+		fmt.Println("Error: ", err, reset)
+	}
+
+	fmt.Println(green, "Complete", reset)
+
+	fmt.Print(cyan, "Initiating ", reset)
+	fmt.Print("Looking  for empty classes... ")
+
+	emptyClassRoomsJson := make(map[string]interface{})
+
+	for _, slot := range models.TimetableSlots {
+		freeClasses, err := findEmptyClassRooms(slot)
+
+		if err != nil {
+			fmt.Println(red, "Failed")
+			fmt.Printf("Slot %s was not able to be processed\nError: %s %s", slot, err, reset)
+		}
+
+		emptyClassRoomsJson[slot] = freeClasses
+	}
+
+	fmt.Println(green, "Complete", reset)
+	fmt.Print(cyan, "Initiating ", reset)
+	fmt.Print("Saving result... ")
+
+	jsonData, err := json.Marshal(emptyClassRoomsJson)
+	if err != nil {
+		fmt.Println("Error encoding JSON:", err)
+	}
+
+	err = database.DB.Exec(`
+		Drop table joindata;
+	`).Error
+
+	if err != nil {
+		fmt.Println(red, "Failed")
+		fmt.Println("Error: ", err, reset)
+	}
+
+	err = os.WriteFile("./data/freeClasses.json", jsonData, 0644)
+
+	if err != nil {
+		fmt.Println(red, "Failed")
+		fmt.Println("Error: ", err, reset)
+	}
+
+	fmt.Println(green, "Complete", reset)
+
+	return nil
+}
diff --git a/vitty-backend-api/cli/commands/utils.go b/vitty-backend-api/cli/commands/utils.go
new file mode 100644
index 0000000..d0b1223
--- /dev/null
+++ b/vitty-backend-api/cli/commands/utils.go
@@ -0,0 +1,42 @@
+package commands
+
+import (
+	"github.com/GDGVIT/vitty-backend/vitty-backend-api/internal/database"
+)
+
+func findEmptyClassRooms(slot string) ([]string, error) {
+	var freeClasses []string
+	total := 0
+	offset := 0
+	limit := 1000
+
+	query := database.DB.
+		Table("joindata").
+		Where("NOT (slots @> '[\"?\"]')", database.DB.Raw(slot)).
+		Where("slots::text !~ '\\[\"L.*\"\\]'")
+
+	err := query.
+		Select("COUNT(class)").
+		Scan(&total).Error
+
+	if err != nil {
+		return freeClasses, err
+	}
+
+	for total >= 0 {
+		err := query.
+			Select("class").
+			Limit(limit).
+			Offset(offset).
+			Find(&freeClasses).Error
+
+		if err != nil {
+			return freeClasses, err
+		}
+
+		total -= limit
+		offset += limit
+	}
+
+	return freeClasses, nil
+}
diff --git a/vitty-backend-api/internal/database/initialize.go b/vitty-backend-api/internal/database/initialize.go
index 4a4d834..14bb4b0 100644
--- a/vitty-backend-api/internal/database/initialize.go
+++ b/vitty-backend-api/internal/database/initialize.go
@@ -18,7 +18,9 @@ func Connect(debug string, dbUrls string) {
 			Logger: logger.Default.LogMode(logger.Info),
 		})
 	} else {
-		DB, err = gorm.Open(postgres.Open(dbUrls), &gorm.Config{})
+		DB, err = gorm.Open(postgres.Open(dbUrls), &gorm.Config{
+			Logger: logger.Default.LogMode(logger.Silent),
+		})
 	}
 
 	if err != nil {
diff --git a/vitty-backend-api/internal/models/slots.go b/vitty-backend-api/internal/models/slots.go
index 72dbb9d..ffdfcdd 100644
--- a/vitty-backend-api/internal/models/slots.go
+++ b/vitty-backend-api/internal/models/slots.go
@@ -1,5 +1,9 @@
 package models
 
+var TimetableSlots = []string{"A1", "A2", "B1", "B2", "C1", "C2", "D1", "D2", "E1", "E2", "F1", "F2", "G1", "G2",
+	"TA1", "TA2", "TAA1", "TAA2", "TB1", "TB2", "TBB2", "TC1", "TC2", "TCC1", "TCC2", "TD1", "TD2", "TDD2", "TE1", "TE2", "TF1", "TF2",
+	"TG1", "TG2", "V1", "V2", "V3", "V4", "V5", "V6", "V7", "V8", "V9", "V10", "V11", "W21", "W22", "X11", "X12", "X21", "Y11", "Y12", "Y21", "Z21"}
+
 var DailySlots = map[string]map[string][]string{
 	"Monday": {
 		"Theory": {"A1", "F1", "D1", "TB1", "TG1", "A2", "F2", "D2", "TB2", "TG2", "V3"},