diff --git a/dvc/daemon.py b/dvc/daemon.py
index 3ae15147d..46cd7adf7 100644
--- a/dvc/daemon.py
+++ b/dvc/daemon.py
@@ -1,27 +1,42 @@
 import os
 import sys
 from subprocess import Popen
+
 from dvc.logger import logger
+from dvc.utils import is_binary, fix_env
 
 
 class Daemon(object):  # pragma: no cover
     def _spawn_windows(self, cmd):
+        from subprocess import STARTUPINFO, STARTF_USESHOWWINDOW
+
         CREATE_NEW_PROCESS_GROUP = 0x00000200
         DETACHED_PROCESS = 0x00000008
         creationflags = CREATE_NEW_PROCESS_GROUP | DETACHED_PROCESS
-        Popen(cmd,
-              close_fds=True,
-              shell=False,
-              creationflags=creationflags)
+
+        startupinfo = STARTUPINFO()
+        startupinfo.dwFlags |= STARTF_USESHOWWINDOW
+
+        p = Popen(cmd,
+                  env=fix_env(),
+                  close_fds=True,
+                  shell=False,
+                  creationflags=creationflags,
+                  startupinfo=startupinfo)
+
+        p.communicate()
 
     def _spawn_posix(self, cmd):
+        # NOTE: using os._exit instead of sys.exit, because dvc built
+        # with PyInstaller has trouble with SystemExit exeption and throws
+        # errors such as "[26338] Failed to execute script __main__"
         try:
             pid = os.fork()
             if pid > 0:
                 return
         except OSError as exc:
             logger.error("Failed at first fork", exc)
-            sys.exit(1)
+            os._exit(1)
 
         os.setsid()
         os.umask(0)
@@ -29,22 +44,25 @@ class Daemon(object):  # pragma: no cover
         try:
             pid = os.fork()
             if pid > 0:
-                sys.exit(0)
+                os._exit(0)
         except OSError as exc:
             logger.error("Failed at second fork", exc)
-            sys.exit(1)
+            os._exit(1)
 
         sys.stdin.close()
         sys.stdout.close()
         sys.stderr.close()
 
-        Popen(cmd,
-              close_fds=True,
-              shell=False)
+        p = Popen(cmd,
+                  env=fix_env(),
+                  close_fds=True,
+                  shell=False)
+
+        p.communicate()
+
+        os._exit(0)
 
     def __call__(self, args):
-        from dvc.utils import is_binary
-
         cmd = [sys.executable]
         if not is_binary():
             cmd += ['-m', 'dvc']
diff --git a/dvc/utils.py b/dvc/utils.py
index b43160d4d..ec07698de 100644
--- a/dvc/utils.py
+++ b/dvc/utils.py
@@ -177,7 +177,7 @@ def is_binary():
 
 # NOTE: Fix env variables modified by PyInstaller
 # http://pyinstaller.readthedocs.io/en/stable/runtime-information.html
-def fix_env(env):
+def fix_env(env=None):
     if env is None:
         env = os.environ.copy()
     else:
diff --git a/scripts/build_posix.sh b/scripts/build_posix.sh
index 2b6b9dce1..ee30067cb 100755
--- a/scripts/build_posix.sh
+++ b/scripts/build_posix.sh
@@ -13,6 +13,7 @@ fi
 
 BUILD_DIR=build
 BIN_DIR=$BUILD_DIR/$INSTALL_DIR/bin
+LIB_DIR=$BUILD_DIR/$INSTALL_DIR/lib
 
 print_error()
 {
@@ -40,7 +41,7 @@ fpm_build()
 {
 	print_info "Building $1..."
 	VERSION=$(python -c "import dvc; from dvc import VERSION; print(str(VERSION))")
-	fpm -s dir -f -t $1 $FPM_FLAGS -n dvc -v $VERSION -C $BUILD_DIR $INSTALL_DIR
+	fpm -s dir -f -t $1 $FPM_FLAGS -n dvc -v $VERSION -C $BUILD_DIR usr
 }
 
 cleanup()
@@ -78,7 +79,18 @@ install_dependencies()
 build_dvc()
 {
 	print_info "Building dvc binary..."
-	pyinstaller --onefile --additional-hooks-dir $(pwd)/scripts/hooks dvc/__main__.py --name dvc --distpath $BIN_DIR --specpath $BUILD_DIR
+	pyinstaller \
+            --additional-hooks-dir $(pwd)/scripts/hooks dvc/__main__.py \
+            --name dvc \
+            --distpath $LIB_DIR \
+            --specpath $BUILD_DIR
+
+	$LIB_DIR/dvc/dvc --help
+
+	mkdir -p $BIN_DIR
+	pushd $BIN_DIR
+	ln -s ../lib/dvc/dvc dvc
+	popd
 
 	$BIN_DIR/dvc --help
 }
diff --git a/scripts/build_windows.cmd b/scripts/build_windows.cmd
index 8b1502850..7c38380df 100644
--- a/scripts/build_windows.cmd
+++ b/scripts/build_windows.cmd
@@ -19,7 +19,7 @@ call pip install -r requirements.txt || goto :error
 call pip install pyinstaller || goto :error
 
 echo ====== Building dvc binary... ======
-call pyinstaller --onefile --additional-hooks-dir scripts\hooks dvc/__main__.py --name dvc --specpath build
+call pyinstaller --additional-hooks-dir scripts\hooks dvc/__main__.py --name dvc --specpath build
 
 echo ====== Copying additional files... ======
 copy scripts\innosetup\addSymLinkPermissions.ps1 dist\ || goto :error
diff --git a/scripts/innosetup/setup.iss b/scripts/innosetup/setup.iss
index 35b3fae1a..1bff3a246 100644
--- a/scripts/innosetup/setup.iss
+++ b/scripts/innosetup/setup.iss
@@ -2,7 +2,7 @@
 #define MyAppVersion ReadIni(".\scripts\innosetup\config.ini", "Version", "version", "unknown")
 #define MyAppPublisher "Dmitry Petrov"
 #define MyAppURL "https://dataversioncontrol.com/"
-#define MyAppDir "..\..\dist"
+#define MyAppDir "..\..\dist\dvc"
 
 [Setup]
 AppId={{8258CE8A-110E-4E0D-AE60-FEE00B15F041}