diff --git a/wayang-commons/wayang-basic/src/main/java/org/apache/wayang/basic/function/ProjectionDescriptor.java b/wayang-commons/wayang-basic/src/main/java/org/apache/wayang/basic/function/ProjectionDescriptor.java
index 15aeabc53..dff444ae2 100644
--- a/wayang-commons/wayang-basic/src/main/java/org/apache/wayang/basic/function/ProjectionDescriptor.java
+++ b/wayang-commons/wayang-basic/src/main/java/org/apache/wayang/basic/function/ProjectionDescriptor.java
@@ -38,8 +38,6 @@ public class ProjectionDescriptor<Input, Output> extends TransformationDescripto
     /**
      * Java implementation of a projection on POJOs via reflection.
      */
-    // TODO: Revise implementation to support multiple field projection, by names
-    // and indexes.
     private static class PojoImplementation<Input, Output>
             implements FunctionDescriptor.SerializableFunction<Input, Output> {
 
@@ -77,6 +75,50 @@ public Output apply(final Input input) {
         }
     }
 
+    /**
+     * Java implementation of a multi-field projection on POJOs via reflection.
+     * Extracts multiple fields by name and packs them into a {@link Record}.
+     * {@link Field} objects are resolved lazily on first invocation so the
+     * instance stays serializable (only {@code String[]} is captured).
+     */
+    private static class MultiFieldPojoImplementation<Input>
+            implements FunctionDescriptor.SerializableFunction<Input, Record> {
+
+        private final String[] fieldNames;
+
+        private transient Field[] fields;
+
+        private MultiFieldPojoImplementation(final String[] fieldNames) {
+            this.fieldNames = fieldNames;
+        }
+
+        @Override
+        public Record apply(final Input input) {
+            if (this.fields == null) {
+                this.fields = new Field[this.fieldNames.length];
+                final Class<?> typeClass = input.getClass();
+                for (int i = 0; i < this.fieldNames.length; i++) {
+                    try {
+                        this.fields[i] = typeClass.getField(this.fieldNames[i]);
+                    } catch (final NoSuchFieldException e) {
+                        throw new IllegalStateException(
+                                String.format("Could not find field '%s' on %s.", this.fieldNames[i], typeClass), e);
+                    }
+                }
+            }
+            final Object[] values = new Object[this.fields.length];
+            for (int i = 0; i < this.fields.length; i++) {
+                try {
+                    values[i] = this.fields[i].get(input);
+                } catch (final IllegalAccessException e) {
+                    throw new RuntimeException(
+                            String.format("Could not access field '%s'.", this.fieldNames[i]), e);
+                }
+            }
+            return new Record(values);
+        }
+    }
+
     /**
      * Java implementation of a projection on {@link Record}s.
      */
@@ -126,16 +168,71 @@ public static ProjectionDescriptor<Record, Record> createForRecords(final Record
                 new RecordType(fieldNames));
     }
 
+    /**
+     * Creates a new instance that projects multiple POJO fields by name into a {@link Record}.
+     *
+     * @param inputTypeClass the input POJO class
+     * @param fieldNames     names of the public fields to project
+     * @param <Input>        the input type
+     * @return the new instance
+     */
+    public static <Input> ProjectionDescriptor<Input, Record> createForPojoByNames(
+            final Class<Input> inputTypeClass, final String... fieldNames) {
+        if (fieldNames.length == 0) {
+            throw new IllegalArgumentException("At least one field name must be provided.");
+        }
+        final FunctionDescriptor.SerializableFunction<Input, Record> impl = new MultiFieldPojoImplementation<>(fieldNames);
+        return new ProjectionDescriptor<>(
+                impl,
+                Arrays.asList(fieldNames),
+                BasicDataUnitType.createBasic(inputTypeClass),
+                (BasicDataUnitType<Record>) BasicDataUnitType.createBasic(Record.class));
+    }
+
+    /**
+     * Creates a new instance that projects POJO fields by their declared index.
+     *
+     * @param inputTypeClass the input POJO class
+     * @param fieldIndexes   indexes of the public fields to project (in declaration order)
+     * @param <Input>        the input type
+     * @return the new instance
+     */
+    public static <Input> ProjectionDescriptor<Input, Record> createForPojoByIndexes(
+            final Class<Input> inputTypeClass, final int... fieldIndexes) {
+        if (fieldIndexes.length == 0) {
+            throw new IllegalArgumentException("At least one field index must be provided.");
+        }
+        final Field[] allFields = inputTypeClass.getFields();
+        final String[] names = new String[fieldIndexes.length];
+        for (int i = 0; i < fieldIndexes.length; i++) {
+            final int idx = fieldIndexes[i];
+            if (idx < 0 || idx >= allFields.length) {
+                throw new IllegalArgumentException(
+                        String.format("Field index %d is out of bounds (0..%d).", idx, allFields.length - 1));
+            }
+            names[i] = allFields[idx].getName();
+        }
+        final FunctionDescriptor.SerializableFunction<Input, Record> impl = new MultiFieldPojoImplementation<>(names);
+        return new ProjectionDescriptor<>(
+                impl,
+                Arrays.asList(names),
+                BasicDataUnitType.createBasic(inputTypeClass),
+                (BasicDataUnitType<Record>) BasicDataUnitType.createBasic(Record.class));
+    }
+
+    @SuppressWarnings("unchecked")
     private static <Input, Output> FunctionDescriptor.SerializableFunction<Input, Output> createPojoJavaImplementation(
             final String[] fieldNames, final BasicDataUnitType<Input> inputType) {
         // Get the names of the fields to be projected.
-        if (fieldNames.length != 1) {
-            return t -> {
-                throw new IllegalStateException("The projection descriptor currently supports only a single field.");
-            };
+        if (fieldNames.length == 0) {
+            throw new IllegalArgumentException("At least one field name must be provided.");
+        }
+        if (fieldNames.length == 1) {
+            return new PojoImplementation<>(fieldNames[0]);
         }
-        final String fieldName = fieldNames[0];
-        return new PojoImplementation<>(fieldName);
+        return (FunctionDescriptor.SerializableFunction<Input, Output>)
+                (FunctionDescriptor.SerializableFunction<Input, ?>)
+                new MultiFieldPojoImplementation<>(fieldNames);
     }
 
     private static FunctionDescriptor.SerializableFunction<Record, Record> createRecordJavaImplementation(
diff --git a/wayang-commons/wayang-basic/src/test/java/org/apache/wayang/basic/function/ProjectionDescriptorTest.java b/wayang-commons/wayang-basic/src/test/java/org/apache/wayang/basic/function/ProjectionDescriptorTest.java
index 72f60994d..60fd81f5f 100644
--- a/wayang-commons/wayang-basic/src/test/java/org/apache/wayang/basic/function/ProjectionDescriptorTest.java
+++ b/wayang-commons/wayang-basic/src/test/java/org/apache/wayang/basic/function/ProjectionDescriptorTest.java
@@ -22,10 +22,12 @@
 import org.apache.wayang.basic.types.RecordType;
 import org.junit.jupiter.api.Test;
 
+import java.util.Arrays;
 import java.util.function.Function;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertThrows;
 
 /**
  * Tests for the {@link ProjectionDescriptor}.
@@ -65,6 +67,98 @@ void testRecordImplementation() {
         );
     }
 
+    @Test
+    void testMultiFieldPojoProjectionByName() {
+        final ProjectionDescriptor<Pojo, Record> descriptor =
+                ProjectionDescriptor.createForPojoByNames(Pojo.class, "string", "integer");
+        final Function<Pojo, Record> implementation = descriptor.getJavaImplementation();
+
+        assertEquals(
+                new Record("testValue", 1),
+                implementation.apply(new Pojo("testValue", 1))
+        );
+    }
+
+    @Test
+    void testMultiFieldPojoProjectionReordersFields() {
+        final ProjectionDescriptor<Pojo, Record> descriptor =
+                ProjectionDescriptor.createForPojoByNames(Pojo.class, "integer", "string");
+        final Function<Pojo, Record> implementation = descriptor.getJavaImplementation();
+
+        assertEquals(
+                new Record(42, "hello"),
+                implementation.apply(new Pojo("hello", 42))
+        );
+    }
+
+    @Test
+    void testMultiFieldPojoProjectionWithNulls() {
+        final ProjectionDescriptor<Pojo, Record> descriptor =
+                ProjectionDescriptor.createForPojoByNames(Pojo.class, "string", "integer");
+        final Function<Pojo, Record> implementation = descriptor.getJavaImplementation();
+
+        assertEquals(
+                new Record(null, 0),
+                implementation.apply(new Pojo(null, 0))
+        );
+    }
+
+    @Test
+    void testPojoProjectionByIndex() {
+        // Pojo declares: string (index 0), integer (index 1)
+        final ProjectionDescriptor<Pojo, Record> descriptor =
+                ProjectionDescriptor.createForPojoByIndexes(Pojo.class, 1, 0);
+        final Function<Pojo, Record> implementation = descriptor.getJavaImplementation();
+
+        assertEquals(
+                new Record(99, "abc"),
+                implementation.apply(new Pojo("abc", 99))
+        );
+        assertEquals(Arrays.asList("integer", "string"), descriptor.getFieldNames());
+    }
+
+    @Test
+    void testPojoProjectionByIndexSingleField() {
+        // Pojo declares: string (index 0), integer (index 1)
+        final ProjectionDescriptor<Pojo, Record> descriptor =
+                ProjectionDescriptor.createForPojoByIndexes(Pojo.class, 0);
+        final Function<Pojo, Record> implementation = descriptor.getJavaImplementation();
+
+        assertEquals(
+                new Record("hello"),
+                implementation.apply(new Pojo("hello", 5))
+        );
+        assertEquals(Arrays.asList("string"), descriptor.getFieldNames());
+    }
+
+    @Test
+    void testPojoProjectionByIndexOutOfBounds() {
+        assertThrows(IllegalArgumentException.class, () ->
+                ProjectionDescriptor.createForPojoByIndexes(Pojo.class, 5));
+    }
+
+    @Test
+    void testPojoProjectionByNameNonexistentField() {
+        final ProjectionDescriptor<Pojo, Record> descriptor =
+                ProjectionDescriptor.createForPojoByNames(Pojo.class, "string", "nonexistent");
+        final Function<Pojo, Record> implementation = descriptor.getJavaImplementation();
+
+        assertThrows(IllegalStateException.class, () ->
+                implementation.apply(new Pojo("test", 1)));
+    }
+
+    @Test
+    void testPojoProjectionEmptyFieldNames() {
+        assertThrows(IllegalArgumentException.class, () ->
+                new ProjectionDescriptor<>(Pojo.class, Record.class));
+    }
+
+    @Test
+    void testPojoProjectionByIndexEmpty() {
+        assertThrows(IllegalArgumentException.class, () ->
+                ProjectionDescriptor.createForPojoByIndexes(Pojo.class));
+    }
+
     public static class Pojo {
 
         public String string;