diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
index 58c9ba0d9a26..55d498d24cd2 100644
--- a/CONTRIBUTORS.md
+++ b/CONTRIBUTORS.md
@@ -41,3 +41,5 @@ List of Contributors
   - To contributors: please add your name to the list when you submit a patch to the project:)
 * [Qiang Kou](https://github.com/thirdwing)
   - KK is a R ninja, he will make mxnet available for R users.
+* [Feng Wang](https://github.com/happynear)
+  - Feng makes mxnet compatible with Windows Visual Studio.
diff --git a/python/mxnet/libinfo.py b/python/mxnet/libinfo.py
index 821d33e5bce2..030f2eb7436e 100644
--- a/python/mxnet/libinfo.py
+++ b/python/mxnet/libinfo.py
@@ -16,10 +16,11 @@ def find_lib_path():
     api_path = os.path.join(curr_path, '../../lib/')
     dll_path = [curr_path, api_path]
     if os.name == 'nt':
+        vs_configuration = 'Release'
         if platform.architecture()[0] == '64bit':
-            dll_path.append(os.path.join(api_path, '../../windows/x64/Release/'))
+            dll_path.append(os.path.join(curr_path, '../../windows/x64', vs_configuration))
         else:
-            dll_path.append(os.path.join(api_path, '../../windows/Release/'))
+            dll_path.append(os.path.join(curr_path, '../../windows', vs_configuration))
     if os.name == 'nt':
         dll_path = [os.path.join(p, 'mxnet.dll') for p in dll_path]
     else:
diff --git a/src/common/object_pool.h b/src/common/object_pool.h
index 0306ed6ef355..5787f53ff497 100644
--- a/src/common/object_pool.h
+++ b/src/common/object_pool.h
@@ -157,8 +157,13 @@ void ObjectPool<T>::AllocateChunk() {
   static_assert(alignof(LinkedList) % alignof(T) == 0, "ObjectPooll Invariant");
   static_assert(kPageSize % alignof(LinkedList) == 0, "ObjectPooll Invariant");
   void* new_chunk_ptr;
+#ifdef _MSC_VER
+  new_chunk_ptr = _aligned_malloc(kPageSize, kPageSize);
+  CHECK_NE(new_chunk_ptr, NULL) << "Allocation failed";
+#else
   int ret = posix_memalign(&new_chunk_ptr, kPageSize, kPageSize);
   CHECK_EQ(ret, 0) << "Allocation failed";
+#endif
   allocated_.emplace_back(new_chunk_ptr);
   auto new_chunk = static_cast<LinkedList*>(new_chunk_ptr);
   auto size = kPageSize / sizeof(LinkedList);
diff --git a/src/io/image_augmenter.h b/src/io/image_augmenter.h
index cd50c5e10b08..b76b8da4650e 100644
--- a/src/io/image_augmenter.h
+++ b/src/io/image_augmenter.h
@@ -114,6 +114,9 @@ class ImageAugmenter {
     }
   }
 #if MXNET_USE_OPENCV
+#ifdef _MSC_VER
+#define M_PI CV_PI
+#endif
   /*!
    * \brief augment src image, store result into dst
    *   this function is not thread safe, and will only be called by one thread
diff --git a/src/io/iter_mnist.cc b/src/io/iter_mnist.cc
index 89fb7efb026f..7ba717b1c7f9 100644
--- a/src/io/iter_mnist.cc
+++ b/src/io/iter_mnist.cc
@@ -171,7 +171,11 @@ class MNISTIter: public IIterator<TBlobBatch> {
     unsigned char buf[4];
     CHECK(fi->Read(buf, sizeof(buf)) == sizeof(buf))
         << "invalid mnist format";
+#ifdef _MSC_VER
+    return (buf[0] << 24 | buf[1] << 16 | buf[2] << 8 | buf[3]);
+#else
     return reinterpret_cast<int>(buf[0] << 24 | buf[1] << 16 | buf[2] << 8 | buf[3]);
+#endif
   }
 
  private:
diff --git a/src/storage/cpu_device_storage.h b/src/storage/cpu_device_storage.h
index 82aa0e7573f6..6838af037535 100644
--- a/src/storage/cpu_device_storage.h
+++ b/src/storage/cpu_device_storage.h
@@ -39,7 +39,9 @@ class CPUDeviceStorage {
 
 inline void* CPUDeviceStorage::Alloc(size_t size) {
 #if _MSC_VER
-  return CHECK_NOTNULL(_aligned_malloc(size, alignment_));
+  void* ptr;
+  ptr = _aligned_malloc(size, alignment_);
+  return CHECK_NOTNULL(ptr);
 #else
   void* ptr;
   int ret = posix_memalign(&ptr, alignment_, size);
@@ -48,7 +50,13 @@ inline void* CPUDeviceStorage::Alloc(size_t size) {
 #endif
 }
 
-inline void CPUDeviceStorage::Free(void* ptr) { free(ptr); }
+inline void CPUDeviceStorage::Free(void* ptr) {
+#if _MSC_VER
+  _aligned_free(ptr);
+#else
+  free(ptr);
+#endif
+}
 
 }  // namespace storage
 }  // namespace mxnet