diff --git a/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/index.tsx b/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/index.tsx
index 6daa918b8..9a99ae0f1 100644
--- a/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/index.tsx
+++ b/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/index.tsx
@@ -1,5 +1,5 @@
 import { useLazyQuery, useQuery } from '@apollo/client';
-import { Typography, useTheme } from '@material-ui/core';
+import { RadioGroup, Typography, useTheme } from '@material-ui/core';
 import { LitmusCard, RadioButton, Search } from 'litmus-ui';
 import React, {
   forwardRef,
@@ -215,32 +215,38 @@ const ChooseWorkflowAgent = forwardRef((_, ref) => {
         />
 
         {/* Cluster Data */}
-        <div className={classes.agentWrapperDiv} data-cy="AgentsRadioGroup">
-          {filteredCluster.map((cluster) => (
-            <LitmusCard
-              key={cluster.cluster_id}
-              glow={currentlySelectedAgent === cluster.cluster_id}
-              width="100%"
-              height="4rem"
-              className={classes.litmusCard}
-              borderColor={
-                currentlySelectedAgent === cluster.cluster_id
-                  ? palette.primary.main
-                  : palette.border.main
-              }
-            >
-              <RadioButton
-                data-cy="AgentRadioButtons"
-                value={cluster.cluster_id}
-                className={classes.agentRadioButton}
-                onChange={(e) => handleChange(e)}
+        <RadioGroup
+          name="Agent Selection"
+          value={currentlySelectedAgent}
+          onChange={(e) => handleChange(e)}
+        >
+          <div className={classes.agentWrapperDiv} data-cy="AgentsRadioGroup">
+            {filteredCluster.map((cluster) => (
+              <LitmusCard
+                key={cluster.cluster_id}
+                glow={currentlySelectedAgent === cluster.cluster_id}
+                width="40%"
+                height="4rem"
+                className={classes.litmusCard}
+                borderColor={
+                  currentlySelectedAgent === cluster.cluster_id
+                    ? palette.primary.main
+                    : palette.border.main
+                }
               >
-                {cluster.cluster_name} <br />
-                {cluster.cluster_id}
-              </RadioButton>
-            </LitmusCard>
-          ))}
-        </div>
+                <RadioButton
+                  value={cluster.cluster_id}
+                  className={classes.agentRadioButton}
+                >
+                  <div>
+                    <Typography>{cluster.cluster_name}</Typography>
+                    <Typography>{cluster.cluster_id}</Typography>
+                  </div>
+                </RadioButton>
+              </LitmusCard>
+            ))}
+          </div>
+        </RadioGroup>
       </div>
     </div>
   );
diff --git a/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/styles.ts b/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/styles.ts
index a87eb9f1a..8ff0e8153 100644
--- a/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/styles.ts
+++ b/litmus-portal/frontend/src/views/CreateWorkflow/ChooseAWorkflowAgent/styles.ts
@@ -43,12 +43,13 @@ const useStyles = makeStyles((theme: Theme) => ({
   // Agent Div
   agentWrapperDiv: {
     marginTop: theme.spacing(5),
-    display: 'grid',
-    gridTemplateColumns: '1fr 1fr',
-    gridGap: '1.5rem',
+    display: 'flex',
+    flexDirection: 'row',
+    flexWrap: 'wrap',
   },
   litmusCard: {
     background: theme.palette.cards.background,
+    margin: theme.spacing(2, 2, 2, 0),
   },
   agentRadioButton: {
     marginTop: theme.spacing(1),
diff --git a/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/AddProbe/index.tsx b/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/AddProbe/index.tsx
index 86b9c548d..c63e4625c 100644
--- a/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/AddProbe/index.tsx
+++ b/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/AddProbe/index.tsx
@@ -247,7 +247,7 @@ const AddProbe: React.FC<AddProbeProps> = ({
           <div className={classes.detailContainer}>
             <div className={classes.formField}>
               <InputLabel className={classes.formLabel} htmlFor="timeout">
-                {t('createWorkflow.tuneWorkflow.addProbe.labels.timeout')}(ms)
+                {t('createWorkflow.tuneWorkflow.addProbe.labels.timeout')}(sec)
               </InputLabel>
               <InputField
                 variant="primary"
@@ -279,7 +279,7 @@ const AddProbe: React.FC<AddProbeProps> = ({
           <div className={classes.detailContainer}>
             <div className={classes.formField}>
               <InputLabel className={classes.formLabel} htmlFor="interval">
-                {t('createWorkflow.tuneWorkflow.addProbe.labels.interval')}(ms)
+                {t('createWorkflow.tuneWorkflow.addProbe.labels.interval')}(sec)
               </InputLabel>
               <InputField
                 variant="primary"
@@ -294,7 +294,7 @@ const AddProbe: React.FC<AddProbeProps> = ({
             </div>
             <div className={classes.formField}>
               <InputLabel className={classes.formLabel} htmlFor="polling">
-                {t('createWorkflow.tuneWorkflow.addProbe.labels.polling')}(ms)
+                {t('createWorkflow.tuneWorkflow.addProbe.labels.polling')}(sec)
               </InputLabel>
               <InputField
                 variant="primary"
@@ -310,7 +310,7 @@ const AddProbe: React.FC<AddProbeProps> = ({
           <div className={classes.formField}>
             <InputLabel className={classes.formLabel} htmlFor="initial-delay">
               {t('createWorkflow.tuneWorkflow.addProbe.labels.initialDelay')}
-              (ms)
+              (sec)
             </InputLabel>
             <InputField
               variant="primary"
diff --git a/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/ConfigurationStepper/ConfigurationStepper.tsx b/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/ConfigurationStepper/ConfigurationStepper.tsx
index 7f9385d34..d4ddd650d 100644
--- a/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/ConfigurationStepper/ConfigurationStepper.tsx
+++ b/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/ConfigurationStepper/ConfigurationStepper.tsx
@@ -5,17 +5,10 @@ import StepLabel from '@material-ui/core/StepLabel';
 import StepContent from '@material-ui/core/StepContent';
 import Typography from '@material-ui/core/Typography';
 import { ButtonOutlined } from 'litmus-ui';
-import { useSelector } from 'react-redux';
-import YAML from 'yaml';
-import { useTranslation } from 'react-i18next';
 import General from '../TuneWorkflowSteps/General';
 import SteadyState from '../TuneWorkflowSteps/SteadyState';
 import TargetApplication from '../TuneWorkflowSteps/TargetApplication';
 import useStyles from './styles';
-import * as WorkflowActions from '../../../../redux/actions/workflow';
-import { WorkflowManifest } from '../../../../models/redux/workflow';
-import { RootState } from '../../../../redux/reducers';
-import useActions from '../../../../redux/actions';
 
 interface ConfigurationStepperProps {
   experimentIndex: number;
@@ -57,7 +50,6 @@ const ConfigurationStepper: React.FC<ConfigurationStepperProps> = ({
   closeStepper,
   isCustom,
 }) => {
-  const { t } = useTranslation();
   const classes = useStyles();
 
   // State variable to handle Stepper Steps
@@ -73,76 +65,6 @@ const ConfigurationStepper: React.FC<ConfigurationStepperProps> = ({
   const gotoStep = (page: number) => {
     setActiveStep(page);
   };
-  const workflow = useActions(WorkflowActions);
-  const manifest: WorkflowManifest = useSelector(
-    (state: RootState) => state.workflowManifest
-  );
-
-  const deleteExperiment = () => {
-    /**
-     * Workflow manifest saved in redux state
-     */
-    const wfManifest = YAML.parse(manifest.manifest);
-
-    /**
-     * Get template name according to the experiment index
-     */
-    const templateName = wfManifest.spec.templates[experimentIndex].name;
-
-    /**
-     * Get the workflow name according to the experiment index
-     */
-    const wfName = YAML.parse(manifest.engineYAML).metadata.generateName;
-
-    /**
-     * if the template is a revert-chaos template
-     * the engine name is removed from the
-     * revert-chaos template args
-     */
-    if (
-      wfManifest.spec.templates[
-        wfManifest.spec.templates.length - 1
-      ].name.includes('revert-')
-    ) {
-      const argument = wfManifest.spec.templates[
-        wfManifest.spec.templates.length - 1
-      ].container.args[0].replace(wfName, '');
-      wfManifest.spec.templates[
-        wfManifest.spec.templates.length - 1
-      ].container.args[0] = argument;
-    }
-
-    /**
-     * Remove the experiment name from steps
-     */
-    wfManifest.spec.templates[0].steps.forEach(
-      (data: any, stepIndex: number) => {
-        data.forEach((step: any, index: number) => {
-          if (step.name === templateName) {
-            data.splice(index, 1);
-          }
-        });
-        if (data.length === 0) {
-          wfManifest.spec.templates[0].steps.splice(stepIndex, 1);
-        }
-      }
-    );
-
-    /**
-     * Remove the chaos engine from the overall manifest
-     * according to the experiment index
-     */
-    wfManifest.spec.templates.splice(experimentIndex, 1);
-
-    /**
-     * Set the updated manifest to redux state
-     */
-    workflow.setWorkflowManifest({
-      manifest: YAML.stringify(wfManifest),
-      engineYAML: '',
-    });
-    closeStepper();
-  };
 
   return (
     <div className={classes.root}>
@@ -151,26 +73,6 @@ const ConfigurationStepper: React.FC<ConfigurationStepperProps> = ({
           &#x2715;
         </ButtonOutlined>
       </div>
-      <div className={classes.deleteExpDiv}>
-        <Typography className={classes.editExpText}>
-          {t('createWorkflow.tuneWorkflow.verticalStepper.editExp')}
-        </Typography>
-        <ButtonOutlined
-          onClick={() => {
-            deleteExperiment();
-          }}
-          className={classes.deleteBtn}
-        >
-          <img
-            src="./icons/delete-exp.svg"
-            alt="delete"
-            className={classes.deleteIcon}
-          />
-          <Typography color="error" className={classes.deleteExpText}>
-            {t('createWorkflow.tuneWorkflow.verticalStepper.deleteExp')}
-          </Typography>
-        </ButtonOutlined>
-      </div>
       <Stepper activeStep={activeStep} orientation="vertical">
         {steps.map((label, index) => (
           <Step key={label}>
diff --git a/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/WorkflowTable.tsx b/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/WorkflowTable.tsx
index cbc6faf6b..cd9f56a26 100644
--- a/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/WorkflowTable.tsx
+++ b/litmus-portal/frontend/src/views/CreateWorkflow/TuneWorkflow/WorkflowTable.tsx
@@ -1,5 +1,5 @@
 /* eslint-disable no-const-assign */
-import { Typography, useTheme } from '@material-ui/core';
+import { IconButton, Typography, useTheme } from '@material-ui/core';
 import Paper from '@material-ui/core/Paper';
 import Table from '@material-ui/core/Table';
 import TableBody from '@material-ui/core/TableBody';
@@ -224,6 +224,75 @@ const WorkflowTable = forwardRef(
       });
     }, [manifest]);
 
+    const deleteExperiment = (experimentIndex: number) => {
+      /**
+       * Workflow manifest saved in redux state
+       */
+      const wfManifest = YAML.parse(manifest);
+
+      /**
+       * Get template name according to the experiment index
+       */
+      const templateName = wfManifest.spec.templates[experimentIndex].name;
+
+      /**
+       * Get instance_id of Chaos Engines
+       */
+      const selectedEngine =
+        wfManifest.spec.templates[experimentIndex].inputs.artifacts[0];
+      const { instance_id } = YAML.parse(
+        selectedEngine.raw.data
+      ).metadata.labels;
+
+      /**
+       * if the template is a revert-chaos template
+       * the engine name is removed from the
+       * revert-chaos template args
+       */
+      if (
+        wfManifest.spec.templates[
+          wfManifest.spec.templates.length - 1
+        ].name.includes('revert-')
+      ) {
+        const argument = wfManifest.spec.templates[
+          wfManifest.spec.templates.length - 1
+        ].container.args[0].replace(`${instance_id}, `, '');
+        wfManifest.spec.templates[
+          wfManifest.spec.templates.length - 1
+        ].container.args[0] = argument;
+      }
+
+      /**
+       * Remove the experiment name from steps
+       */
+      wfManifest.spec.templates[0].steps.forEach(
+        (data: any, stepIndex: number) => {
+          data.forEach((step: any, index: number) => {
+            if (step.name === templateName) {
+              data.splice(index, 1);
+            }
+          });
+          if (data.length === 0) {
+            wfManifest.spec.templates[0].steps.splice(stepIndex, 1);
+          }
+        }
+      );
+
+      /**
+       * Remove the chaos engine from the overall manifest
+       * according to the experiment index
+       */
+      wfManifest.spec.templates.splice(experimentIndex, 1);
+
+      /**
+       * Set the updated manifest to redux state
+       */
+      workflow.setWorkflowManifest({
+        manifest: YAML.stringify(wfManifest),
+        engineYAML: '',
+      });
+    };
+
     function onNext() {
       if (experiments.length === 0) {
         return false; // Should show alert
@@ -264,26 +333,29 @@ const WorkflowTable = forwardRef(
                     <TableCell align="left">
                       {t('createWorkflow.chooseWorkflow.table.head5')}
                     </TableCell>
+                    <TableCell />
                   </TableRow>
                 </TableHead>
                 <TableBody>
                   {experiments.length > 0 ? (
                     experiments.map((experiment: ChaosCRDTable, index) => (
-                      <TableRow
-                        key={experiment.Name}
-                        onClick={() => {
-                          setDisplayStepper(true);
-                          setEngineIndex(experiment.StepIndex);
-                          workflow.setWorkflowManifest({
-                            engineYAML: experiment.ChaosEngine,
-                          });
-                        }}
-                        className={classes.selection}
-                      >
+                      <TableRow key={experiment.Name}>
                         <TableCell component="th" scope="row">
                           {index + 1}
                         </TableCell>
-                        <TableCell align="left">{experiment.Name}</TableCell>
+                        <TableCell
+                          className={classes.selection}
+                          align="left"
+                          onClick={() => {
+                            setDisplayStepper(true);
+                            setEngineIndex(experiment.StepIndex);
+                            workflow.setWorkflowManifest({
+                              engineYAML: experiment.ChaosEngine,
+                            });
+                          }}
+                        >
+                          {experiment.Name}
+                        </TableCell>
                         <TableCell align="left">
                           {experiment.Namespace}
                         </TableCell>
@@ -291,6 +363,18 @@ const WorkflowTable = forwardRef(
                           {experiment.Application}
                         </TableCell>
                         <TableCell align="left">{experiment.Probes}</TableCell>
+                        <TableCell>
+                          <IconButton
+                            onClick={() =>
+                              deleteExperiment(experiment.StepIndex)
+                            }
+                          >
+                            <img
+                              src="./icons/bin-red.svg"
+                              alt="delete experiment"
+                            />
+                          </IconButton>
+                        </TableCell>
                       </TableRow>
                     ))
                   ) : (