diff --git a/obstore/python/obstore/fsspec.py b/obstore/python/obstore/fsspec.py
index 61bfd599..cba86ef9 100644
--- a/obstore/python/obstore/fsspec.py
+++ b/obstore/python/obstore/fsspec.py
@@ -31,6 +31,8 @@
 import fsspec.spec
 
 import obstore as obs
+from obstore import open_writer
+from obstore.store import AzureStore, GCSStore, S3Store
 
 
 class AsyncFsspecStore(fsspec.asyn.AsyncFileSystem):
@@ -81,6 +83,32 @@ def __init__(
             *args, asynchronous=asynchronous, loop=loop, batch_size=batch_size
         )
 
+    def _split_path(self, path: str) -> Tuple[str, str]:
+        """
+        Split bucket and file path
+
+        Args:
+            path  (str): Input path, like `s3://mybucket/path/to/file`
+
+        Examples:
+            >>> split_path("s3://mybucket/path/to/file")
+            ['mybucket', 'path/to/file']
+        """
+
+        store_with_bucket = (S3Store, GCSStore, AzureStore)
+
+        if not isinstance(self.store, store_with_bucket):
+            # no bucket name in path
+            return "", path
+
+        if "/" not in path:
+            return path, ""
+        else:
+            path_li = path.split("/")
+            bucket = path_li[0]
+            file_path = "/".join(path_li[1:])
+            return (bucket, file_path)
+
     async def _rm_file(self, path, **kwargs):
         return await obs.delete_async(self.store, path)
 
@@ -148,17 +176,22 @@ async def _get_file(self, rpath, lpath, **kwargs):
                 f.write(buffer)
 
     async def _info(self, path, **kwargs):
-        head = await obs.head_async(self.store, path)
-        return {
-            # Required of `info`: (?)
-            "name": head["path"],
-            "size": head["size"],
-            "type": "directory" if head["path"].endswith("/") else "file",
-            # Implementation-specific keys
-            "e_tag": head["e_tag"],
-            "last_modified": head["last_modified"],
-            "version": head["version"],
-        }
+        try:
+            head = await obs.head_async(self.store, path)
+            return {
+                # Required of `info`: (?)
+                "name": head["path"],
+                "size": head["size"],
+                "type": "directory" if head["path"].endswith("/") else "file",
+                # Implementation-specific keys
+                "e_tag": head["e_tag"],
+                "last_modified": head["last_modified"],
+                "version": head["version"],
+            }
+        except FileNotFoundError:
+            # use info in fsspec.AbstractFileSystem
+            loop = asyncio.get_running_loop()
+            return await loop.run_in_executor(None, super().info, path, **kwargs)
 
     async def _ls(self, path, detail=True, **kwargs):
         result = await obs.list_with_delimiter_async(self.store, path)
@@ -177,15 +210,56 @@ async def _ls(self, path, detail=True, **kwargs):
         else:
             return sorted([object["path"] for object in objects] + prefs)
 
-    def _open(self, path, mode="rb", **kwargs):
+    def _open(self, path: str, mode="rb", **kwargs):
         """Return raw bytes-mode file-like from the file-system"""
-        return BufferedFileSimple(self, path, mode, **kwargs)
+
+        _, path = self._split_path(path)
+
+        if mode == "wb":
+            return BufferedFileWrite(self, path, mode, **kwargs)
+        if mode == "rb":
+            return BufferedFileRead(self, path, mode, **kwargs)
+        else:
+            raise ValueError(f"Only 'rb' and 'wb' mode is currently supported, got: {mode}")
+
+
+class BufferedFileWrite(fsspec.spec.AbstractBufferedFile):
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+    def _initiate_upload(self):
+        """
+        Called by AbstractBufferedFile flusH() on the first flush
+        """
+        self._writer = open_writer(self.fs.store, self.path)
+
+    def _upload_chunk(self, final=False):
+        """
+        Called every time fsspec flushes the write buffer
+        """
+        if self.buffer and len(self.buffer.getbuffer()) > 0:
+            self.buffer.seek(0)
+            self._writer.write(self.buffer.read())
+            # flush all the data in buffer when closing
+            if final:
+                self._writer.flush()
+            return True
+        else:
+            return False
+
+    def close(self):
+        """Close file
+        Ensure flushing the buffer
+        """
+        if self.closed:
+            return
+        self.flush(force=True)
+        self._writer.close()
+        self.closed = True
 
 
-class BufferedFileSimple(fsspec.spec.AbstractBufferedFile):
+class BufferedFileRead(fsspec.spec.AbstractBufferedFile):
     def __init__(self, fs, path, mode="rb", **kwargs):
-        if mode != "rb":
-            raise ValueError("Only 'rb' mode is currently supported")
         super().__init__(fs, path, mode, **kwargs)
 
     def read(self, length: int = -1):