diff --git a/build.gradle b/build.gradle
index 92d317df95ca..0f04c9d56119 100644
--- a/build.gradle
+++ b/build.gradle
@@ -67,6 +67,7 @@ dependencies {
     implementation group: 'com.sun.xml.bind', name: 'jaxb-core', version: '2.3.0'
     implementation group: 'javax.activation', name: 'activation', version: '1.1.1'
 
+    implementation 'me.xdrop:fuzzywuzzy:1.2.0'
     implementation group: 'org.mindrot', name: 'jbcrypt', version: '0.4'
 
 
diff --git a/src/main/java/seedu/address/logic/commands/machine/FindMachineCommand.java b/src/main/java/seedu/address/logic/commands/machine/FindMachineCommand.java
index 0d81f2b5d032..113611faed4e 100644
--- a/src/main/java/seedu/address/logic/commands/machine/FindMachineCommand.java
+++ b/src/main/java/seedu/address/logic/commands/machine/FindMachineCommand.java
@@ -8,8 +8,7 @@
 import seedu.address.logic.commands.CommandResult;
 import seedu.address.model.Model;
 import seedu.address.model.machine.MachineNameContainsKeywordsPredicate;
-
-
+import seedu.address.model.machine.MachineNameFuzzyWuzzyPredicate;
 
 
 /**
@@ -26,15 +25,21 @@ public class FindMachineCommand extends Command {
             + "Example: " + COMMAND_WORD + " machine1 machine2 machine3";
 
     private final MachineNameContainsKeywordsPredicate predicate;
+    private final MachineNameFuzzyWuzzyPredicate fuzzyWuzzyPredicate;
 
-    public FindMachineCommand(MachineNameContainsKeywordsPredicate predicate) {
+    public FindMachineCommand(MachineNameContainsKeywordsPredicate predicate,
+                              MachineNameFuzzyWuzzyPredicate fuzzyWuzzyPredicate) {
         this.predicate = predicate;
+        this.fuzzyWuzzyPredicate = fuzzyWuzzyPredicate;
     }
 
     @Override
     public CommandResult execute(Model model, CommandHistory history) {
         requireNonNull(model);
         model.updateFilteredMachineList(predicate);
+        if (model.getFilteredMachineList().size() < predicate.getNumberOfKeywords()) {
+            model.updateFilteredMachineList(fuzzyWuzzyPredicate);
+        }
         return new CommandResult(
                 String.format(Messages.MESSAGE_MACHINE_LISTED_OVERVIEW, model.getFilteredMachineList().size()));
     }
diff --git a/src/main/java/seedu/address/logic/parser/machine/FindMachineCommandParser.java b/src/main/java/seedu/address/logic/parser/machine/FindMachineCommandParser.java
index bb2264cdcf0d..222703f15e5e 100644
--- a/src/main/java/seedu/address/logic/parser/machine/FindMachineCommandParser.java
+++ b/src/main/java/seedu/address/logic/parser/machine/FindMachineCommandParser.java
@@ -8,6 +8,7 @@
 import seedu.address.logic.parser.Parser;
 import seedu.address.logic.parser.exceptions.ParseException;
 import seedu.address.model.machine.MachineNameContainsKeywordsPredicate;
+import seedu.address.model.machine.MachineNameFuzzyWuzzyPredicate;
 
 /**
  * Parses input arguments and creates a new FindMachineCommand object
@@ -28,7 +29,8 @@ public FindMachineCommand parse(String args) throws ParseException {
 
         String[] nameKeywords = trimmedArgs.split("\\s+");
 
-        return new FindMachineCommand(new MachineNameContainsKeywordsPredicate(Arrays.asList(nameKeywords)));
+        return new FindMachineCommand(new MachineNameContainsKeywordsPredicate(Arrays.asList(nameKeywords)),
+            new MachineNameFuzzyWuzzyPredicate(Arrays.asList(nameKeywords)));
     }
 
 }
diff --git a/src/main/java/seedu/address/model/machine/MachineNameContainsKeywordsPredicate.java b/src/main/java/seedu/address/model/machine/MachineNameContainsKeywordsPredicate.java
index df5aa49ee8c6..9e033a63b4ba 100644
--- a/src/main/java/seedu/address/model/machine/MachineNameContainsKeywordsPredicate.java
+++ b/src/main/java/seedu/address/model/machine/MachineNameContainsKeywordsPredicate.java
@@ -11,14 +11,19 @@
 public class MachineNameContainsKeywordsPredicate implements Predicate<Machine> {
     private final List<String> keywords;
 
+
     public MachineNameContainsKeywordsPredicate(List<String> keywords) {
         this.keywords = keywords;
     }
 
+    public Integer getNumberOfKeywords () {
+        return keywords.size();
+    }
+
     @Override
     public boolean test(Machine machine) {
         return keywords.stream()
-                .anyMatch(keyword -> StringUtil.containsWordIgnoreCase(machine.getName().fullName, keyword));
+            .anyMatch(keyword -> StringUtil.containsWordIgnoreCase(machine.getName().fullName, keyword));
     }
 
     @Override
diff --git a/src/main/java/seedu/address/model/machine/MachineNameFuzzyWuzzyPredicate.java b/src/main/java/seedu/address/model/machine/MachineNameFuzzyWuzzyPredicate.java
new file mode 100644
index 000000000000..a4c94384897f
--- /dev/null
+++ b/src/main/java/seedu/address/model/machine/MachineNameFuzzyWuzzyPredicate.java
@@ -0,0 +1,31 @@
+package seedu.address.model.machine;
+
+import java.util.List;
+import java.util.function.Predicate;
+
+import me.xdrop.fuzzywuzzy.FuzzySearch;
+
+/**
+ * Tests that a {@code Machines}'s {@code Name} fufills the fuzzywuzzy minimum ration.
+ */
+public class MachineNameFuzzyWuzzyPredicate implements Predicate<Machine> {
+
+    private final List<String> keywords;
+
+    public MachineNameFuzzyWuzzyPredicate(List<String> keywords) {
+        this.keywords = keywords;
+    }
+
+    @Override
+    public boolean test(Machine machine) {
+        return keywords.stream()
+            .anyMatch(keyword -> FuzzySearch.partialRatio(machine.getName().fullName, keyword) > 50);
+    }
+
+    @Override
+    public boolean equals(Object other) {
+        return other == this // short circuit if same object
+            || (other instanceof MachineNameFuzzyWuzzyPredicate // instanceof handles nulls
+            && keywords.equals(((MachineNameFuzzyWuzzyPredicate) other).keywords)); // state check
+    }
+}