diff --git a/README.md b/README.md
index 97bc05db..3143f607 100644
--- a/README.md
+++ b/README.md
@@ -518,6 +518,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
     * [mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services.
     * [PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API.
     * [Ray](https://github.com/ray-project/ray/) - A system for parallel and distributed Python that unifies the machine learning ecosystem.
+    * [Xorbits](https://github.com/xorbitsai/xorbits) - A scalable and distributed system that scales many python libraries including numpy, pandas, sklearn, etc.
 * Stream Processing
     * [faust](https://github.com/robinhood/faust) - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python.
     * [streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).