diff --git a/apps/portal/src/pages/offers/test/createProfile.tsx b/apps/portal/src/pages/offers/test/createProfile.tsx
index 8c3f0ff9..ab240dbf 100644
--- a/apps/portal/src/pages/offers/test/createProfile.tsx
+++ b/apps/portal/src/pages/offers/test/createProfile.tsx
@@ -244,7 +244,7 @@ function Test() {
             backgroundId: 'cl9i68fv60001tthj23g9tuv4',
             endDate: new Date('2018-09-30T07:58:54.000Z'),
             field: 'Computer Science',
-            id: 'cl9i68fv60002tthjq4eux7kn',
+            id: 'cl9i87y7z004otthjmpsd48wo',
             school: 'National University of Singapore',
             startDate: new Date('2014-09-30T07:58:54.000Z'),
             type: 'Bachelors',
@@ -265,7 +265,7 @@ function Test() {
             },
             companyId: 'cl9h0bqug0003txxwgkac0x40',
             durationInMonths: 24,
-            id: 'cl9i68fvc0004tthjo5jbr0yg',
+            // Id: 'cl9h0bqug0003txxwgkac0x40',
             jobType: 'FULLTIME',
             level: 'Junior',
             monthlySalary: null,
@@ -287,40 +287,16 @@ function Test() {
             backgroundId: 'cl9i68fv60001tthj23g9tuv4',
             domain: 'Backend',
             id: 'cl9i68fvc0008tthjlxslzfo4',
-            yoe: 2,
+            yoe: 5,
           },
           {
             backgroundId: 'cl9i68fv60001tthj23g9tuv4',
             domain: 'Backend',
             id: 'cl9i68fvc0009tthjwol3285l',
-            yoe: 2,
-          },
-          {
-            // BackgroundId: 'cl9i68fv60001tthj23g9tuv4',
-            domain: 'Backend',
-            // Id: 'cl976t39z00007iygt3np3cgo',
-            yoe: 2,
-          },
-          {
-            // BackgroundId: 'cl96stky6002fw32g6vj4meyr',
-            domain: 'Front End',
-            // Id: 'cl96stky7002mw32gn4jc7uml',
-            yoe: 2,
-          },
-          {
-            // BackgroundId: 'cl96stky6002fw32g6vj4meyr',
-            domain: 'Full Stack',
-            // Id: 'cl96stky7002nw32gpprghtxr',
-            yoe: 2,
-          },
-          {
-            // BackgroundId: 'cl96stky6002fw32g6vj4meyr',
-            domain: 'Backend',
-            // Id: 'cl976we5h000p7iygiomdo9fh',
-            yoe: 2,
+            yoe: 4,
           },
         ],
-        totalYoe: 6,
+        totalYoe: 1,
       },
       createdAt: '2022-10-13T08:28:13.518Z',
       // Discussion: [],
@@ -380,59 +356,59 @@ function Test() {
           offersInternId: null,
           profileId: 'cl9i68fv60000tthj8t3zkox0',
         },
-        {
-          comments: '',
-          company: {
-            createdAt: new Date('2022-10-12T16:19:05.196Z'),
-            description:
-              'Meta Platforms, Inc., doing business as Meta and formerly named Facebook, Inc., and TheFacebook, Inc., is an American multinational technology conglomerate based in Menlo Park, California. The company owns Facebook, Instagram, and WhatsApp, among other products and services.',
-            id: 'cl9h0bqug0003txxwgkac0x40',
-            logoUrl: 'https://logo.clearbit.com/meta.com',
-            name: 'Meta',
-            slug: 'meta',
-            updatedAt: new Date('2022-10-12T16:19:05.196Z'),
-          },
-          companyId: 'cl9h0bqug0003txxwgkac0x40',
-          id: 'cl9i68fvf000ytthj0ltsqt1d',
-          jobType: 'FULLTIME',
-          location: 'Singapore, Singapore',
-          monthYearReceived: new Date('2022-09-30T07:58:54.000Z'),
-          negotiationStrategy: 'Leveraged having million offers',
-          offersFullTime: {
-            baseSalary: {
-              currency: 'SGD',
-              id: 'cl9i68fvf0010tthj0iym6woh',
-              value: 84000,
-            },
-            baseSalaryId: 'cl9i68fvf0010tthj0iym6woh',
-            bonus: {
-              currency: 'SGD',
-              id: 'cl9i68fvf0012tthjioltnspk',
-              value: 123456789,
-            },
-            bonusId: 'cl9i68fvf0012tthjioltnspk',
-            id: 'cl9i68fvf000ztthjcovbiehc',
-            level: 'Junior',
-            specialization: 'Front End',
-            stocks: {
-              currency: 'SGD',
-              id: 'cl9i68fvf0014tthjz2gff3hs',
-              value: 100,
-            },
-            stocksId: 'cl9i68fvf0014tthjz2gff3hs',
-            title: 'Software Engineer',
-            totalCompensation: {
-              currency: 'SGD',
-              id: 'cl9i68fvf0016tthjrtb7iuvj',
-              value: 104100,
-            },
-            totalCompensationId: 'cl9i68fvf0016tthjrtb7iuvj',
-          },
-          offersFullTimeId: 'cl9i68fvf000ztthjcovbiehc',
-          offersIntern: null,
-          offersInternId: null,
-          profileId: 'cl9i68fv60000tthj8t3zkox0',
-        },
+        // {
+        //   comments: '',
+        //   company: {
+        //     createdAt: new Date('2022-10-12T16:19:05.196Z'),
+        //     description:
+        //       'Meta Platforms, Inc., doing business as Meta and formerly named Facebook, Inc., and TheFacebook, Inc., is an American multinational technology conglomerate based in Menlo Park, California. The company owns Facebook, Instagram, and WhatsApp, among other products and services.',
+        //     id: 'cl9h0bqug0003txxwgkac0x40',
+        //     logoUrl: 'https://logo.clearbit.com/meta.com',
+        //     name: 'Meta',
+        //     slug: 'meta',
+        //     updatedAt: new Date('2022-10-12T16:19:05.196Z'),
+        //   },
+        //   companyId: 'cl9h0bqug0003txxwgkac0x40',
+        //   id: 'cl9i68fvf000ytthj0ltsqt1d',
+        //   jobType: 'FULLTIME',
+        //   location: 'Singapore, Singapore',
+        //   monthYearReceived: new Date('2022-09-30T07:58:54.000Z'),
+        //   negotiationStrategy: 'Leveraged having million offers',
+        //   offersFullTime: {
+        //     baseSalary: {
+        //       currency: 'SGD',
+        //       id: 'cl9i68fvf0010tthj0iym6woh',
+        //       value: 84000,
+        //     },
+        //     baseSalaryId: 'cl9i68fvf0010tthj0iym6woh',
+        //     bonus: {
+        //       currency: 'SGD',
+        //       id: 'cl9i68fvf0012tthjioltnspk',
+        //       value: 123456789,
+        //     },
+        //     bonusId: 'cl9i68fvf0012tthjioltnspk',
+        //     id: 'cl9i68fvf000ztthjcovbiehc',
+        //     level: 'Junior',
+        //     specialization: 'Front End',
+        //     stocks: {
+        //       currency: 'SGD',
+        //       id: 'cl9i68fvf0014tthjz2gff3hs',
+        //       value: 100,
+        //     },
+        //     stocksId: 'cl9i68fvf0014tthjz2gff3hs',
+        //     title: 'Software Engineer',
+        //     totalCompensation: {
+        //       currency: 'SGD',
+        //       id: 'cl9i68fvf0016tthjrtb7iuvj',
+        //       value: 104100,
+        //     },
+        //     totalCompensationId: 'cl9i68fvf0016tthjrtb7iuvj',
+        //   },
+        //   offersFullTimeId: 'cl9i68fvf000ztthjcovbiehc',
+        //   offersIntern: null,
+        //   offersInternId: null,
+        //   profileId: 'cl9i68fv60000tthj8t3zkox0',
+        // },
         // {
         //   comments: '',
         //   company: {
diff --git a/apps/portal/src/server/router/offers/offers-profile-router.ts b/apps/portal/src/server/router/offers/offers-profile-router.ts
index 207c6500..b8552018 100644
--- a/apps/portal/src/server/router/offers/offers-profile-router.ts
+++ b/apps/portal/src/server/router/offers/offers-profile-router.ts
@@ -572,6 +572,23 @@ export const offersProfileRouter = createRouter()
           },
         });
 
+        // Delete educations
+        const educationsId = (await ctx.prisma.offersEducation.findMany({
+          where: {
+             backgroundId: input.background.id
+          }
+        })).map((x) => x.id)
+
+        for (const id of educationsId) {
+          if (!input.background.educations.map((x) => x.id).includes(id)) {
+            await ctx.prisma.offersEducation.delete({
+              where: {
+                id
+              }
+            })
+          }
+        }
+
         for (const edu of input.background.educations) {
           if (edu.id) {
             // Update existing education
@@ -608,6 +625,23 @@ export const offersProfileRouter = createRouter()
           }
         }
 
+        // Delete experiences
+        const experiencesId = (await ctx.prisma.offersExperience.findMany({
+          where: {
+             backgroundId: input.background.id
+          }
+        })).map((x) => x.id)
+
+        for (const id of experiencesId) {
+          if (!input.background.experiences.map((x) => x.id).includes(id)) {
+            await ctx.prisma.offersExperience.delete({
+              where: {
+                id
+              }
+            })
+          }
+        }
+
         for (const exp of input.background.experiences) {
           if (exp.id) {
             // Update existing experience
@@ -764,6 +798,23 @@ export const offersProfileRouter = createRouter()
           }
         }
 
+        // Delete specific yoes
+        const yoesId = (await ctx.prisma.offersSpecificYoe.findMany({
+          where: {
+            backgroundId: input.background.id
+          }
+        })).map((x) => x.id)
+
+        for (const id of yoesId) {
+          if (!input.background.specificYoes.map((x) => x.id).includes(id)) {
+            await ctx.prisma.offersSpecificYoe.delete({
+              where: {
+                id
+              }
+            })
+          }
+        }
+
         for (const yoe of input.background.specificYoes) {
           if (yoe.id) {
             // Update existing yoe
@@ -793,6 +844,24 @@ export const offersProfileRouter = createRouter()
           }
         }
 
+        // Delete specific offers
+        const offers = (await ctx.prisma.offersOffer.findMany({
+          where: {
+            profileId: input.id
+          }
+        })).map((x) => x.id)
+
+        for (const id of offers) {
+          if (!input.offers.map((x) => x.id).includes(id)) {
+            await ctx.prisma.offersOffer.delete({
+              where: {
+                id
+              }
+            })
+          }
+        }
+
+        // Update remaining offers
         for (const offerToUpdate of input.offers) {
           if (offerToUpdate.id) {
             // Update existing offer