diff --git a/code/ndarray.h b/code/ndarray.h
index ec8b3ee7..2ce84bed 100644
--- a/code/ndarray.h
+++ b/code/ndarray.h
@@ -40,7 +40,7 @@
 // Constant float objects are a struct in ROM and are referenced via their pointer.
 
 // Use ULAB_DEFINE_FLOAT_CONST to define a constant float object.
-// id is the name of the constant, num is it's floating point value.
+// id is the name of the constant, num is its floating point value.
 // hex32 is computed as: hex(int.from_bytes(array.array('f', [num]), 'little'))
 // hex64 is computed as: hex(int.from_bytes(array.array('d', [num]), 'little'))
 
diff --git a/code/numpy/random/random.c b/code/numpy/random/random.c
index 755b590c..8f193004 100644
--- a/code/numpy/random/random.c
+++ b/code/numpy/random/random.c
@@ -14,6 +14,9 @@
 
 #include "random.h"
 
+ULAB_DEFINE_FLOAT_CONST(random_zero, MICROPY_FLOAT_CONST(0.0), 0UL, 0ULL);
+ULAB_DEFINE_FLOAT_CONST(random_one, MICROPY_FLOAT_CONST(1.0), 0x3f800000UL, 0x3ff0000000000000ULL);
+
 // methods of the Generator object
 static const mp_rom_map_elem_t random_generator_locals_dict_table[] = {
     #if ULAB_NUMPY_RANDOM_HAS_RANDOM
@@ -95,7 +98,6 @@ mp_obj_t random_generator_make_new(const mp_obj_type_t *type, size_t n_args, siz
     // we should never end up here
     return mp_const_none;
 }
-
 // END OF GENERATOR COMPONENTS
 
 
@@ -210,19 +212,70 @@ static mp_obj_t random_random(size_t n_args, const mp_obj_t *pos_args, mp_map_t
 
         array++;
     }
-    return ndarray;
+    return MP_OBJ_FROM_PTR(ndarray);
 }
 
 MP_DEFINE_CONST_FUN_OBJ_KW(random_random_obj, 1, random_random);
 #endif /* ULAB_NUMPY_RANDOM_HAS_RANDOM */
 
 #if ULAB_NUMPY_RANDOM_HAS_UNIFORM
-static mp_obj_t random_uniform(mp_obj_t oin) {
-    (void)oin;
-    return mp_const_none;
+static mp_obj_t random_uniform(size_t n_args, const mp_obj_t *pos_args, mp_map_t *kw_args) {
+    static const mp_arg_t allowed_args[] = {
+        { MP_QSTR_, MP_ARG_OBJ, { .u_rom_obj = MP_ROM_NONE } },
+        { MP_QSTR_low, MP_ARG_KW_ONLY | MP_ARG_OBJ, { .u_rom_obj = ULAB_REFERENCE_FLOAT_CONST(random_zero) } },
+        { MP_QSTR_high, MP_ARG_KW_ONLY | MP_ARG_OBJ, { .u_rom_obj = ULAB_REFERENCE_FLOAT_CONST(random_one) } },
+        { MP_QSTR_size, MP_ARG_KW_ONLY | MP_ARG_OBJ, { .u_rom_obj = MP_ROM_NONE } },
+    };
+
+    mp_arg_val_t args[MP_ARRAY_SIZE(allowed_args)];
+    mp_arg_parse_all(n_args, pos_args, kw_args, MP_ARRAY_SIZE(allowed_args), allowed_args, args);
+
+    random_generator_obj_t *self = MP_OBJ_TO_PTR(args[0].u_obj);
+    mp_float_t low = mp_obj_get_float(args[1].u_obj);
+    mp_float_t high = mp_obj_get_float(args[2].u_obj);
+    mp_obj_t size = args[3].u_obj;
+
+    ndarray_obj_t *ndarray = NULL;
+
+    if(size == mp_const_none) {
+        // return single value
+        mp_float_t value;
+        #if MICROPY_FLOAT_IMPL == MICROPY_FLOAT_IMPL_FLOAT
+        uint32_t x = pcg32_next(&self->state);
+        value = (float)(int32_t)(x >> 8) * 0x1.0p-24f;
+        #else
+        uint64_t x = pcg32_next64(&self->state);
+        value = (double)(int64_t)(x >> 11) * 0x1.0p-53;
+        #endif
+        return mp_obj_new_float(value);
+    } else if(mp_obj_is_type(size, &mp_type_tuple)) {
+        mp_obj_tuple_t *_shape = MP_OBJ_TO_PTR(size);
+        // TODO: this could be reduced, if the inspection was in the ndarray_new_ndarray_from_tuple function
+        if(_shape->len > ULAB_MAX_DIMS) {
+            mp_raise_ValueError(MP_ERROR_TEXT("maximum number of dimensions is " MP_STRINGIFY(ULAB_MAX_DIMS)));
+        }
+        ndarray = ndarray_new_ndarray_from_tuple(_shape, NDARRAY_FLOAT);
+    } else { // input type not supported
+        mp_raise_TypeError(MP_ERROR_TEXT("shape must be None, and integer or a tuple of integers"));
+    }
+
+    mp_float_t *array = (mp_float_t *)ndarray->array;
+    mp_float_t diff = high - low;
+    for(size_t i = 0; i < ndarray->len; i++) {
+        #if MICROPY_FLOAT_IMPL == MICROPY_FLOAT_IMPL_FLOAT
+        uint32_t x = pcg32_next(&self->state);
+        *array = (float)(int32_t)(x >> 8) * 0x1.0p-24f;
+        #else
+        uint64_t x = pcg32_next64(&self->state);
+        *array = (double)(int64_t)(x >> 11) * 0x1.0p-53;
+        #endif
+        *array = low + diff * *array;
+        array++;
+    }
+    return MP_OBJ_FROM_PTR(ndarray);
 }
 
-MP_DEFINE_CONST_FUN_OBJ_1(random_uniform_obj, random_uniform);
+MP_DEFINE_CONST_FUN_OBJ_KW(random_uniform_obj, 1, random_uniform);
 #endif /* ULAB_NUMPY_RANDOM_HAS_UNIFORM */
 
 
diff --git a/code/numpy/random/random.h b/code/numpy/random/random.h
index c642b60f..b00222dd 100644
--- a/code/numpy/random/random.h
+++ b/code/numpy/random/random.h
@@ -31,6 +31,6 @@ void random_generator_print(const mp_print_t *, mp_obj_t , mp_print_kind_t );
 
 
 MP_DECLARE_CONST_FUN_OBJ_KW(random_random_obj);
-MP_DECLARE_CONST_FUN_OBJ_1(random_uniform_obj);
+MP_DECLARE_CONST_FUN_OBJ_KW(random_uniform_obj);
 
 #endif