diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 6a73046..cb449ef 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -28,7 +28,7 @@ jobs:
     runs-on: ubuntu-latest
     environment:
       name: pypi
-      url: https://pypi.org/p/quantbench
+      url: https://pypi.org/p/quantbench-engine
     permissions:
       id-token: write
     steps:
diff --git a/README.md b/README.md
index 1dafb0c..5b8bfe8 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,6 @@
 # quantbench ⚖️
 
+[![PyPI](https://img.shields.io/pypi/v/quantbench-engine.svg)](https://pypi.org/project/quantbench-engine/)
 [![CI](https://github.com/Prajwal7-2002/quantbench/actions/workflows/ci.yml/badge.svg)](https://github.com/Prajwal7-2002/quantbench/actions)
 [![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE)
 [![Python](https://img.shields.io/badge/python-3.11%2B-blue)](https://www.python.org/)
@@ -74,20 +75,18 @@ Because hardware cannot address sub-byte boundaries, weights are packed into vec
 
 ---
 
----
-
 ## 📦 Installation
 
-Install `quantbench` directly from PyPI:
+Install `quantbench` directly from [PyPI](https://pypi.org/project/quantbench-engine/):
 
 ```bash
-pip install quantbench
+pip install quantbench-engine
 ```
 
 Or using [uv](https://docs.astral.sh/uv/):
 
 ```bash
-uv add quantbench
+uv add quantbench-engine
 ```
 
 To install from source for development:
diff --git a/pyproject.toml b/pyproject.toml
index c5da226..9b1bc01 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,7 +3,7 @@ requires = ["hatchling"]
 build-backend = "hatchling.build"
 
 [project]
-name = "quantbench"
+name = "quantbench-engine"
 version = "0.1.0"
 description = "First-principles LLM quantization engine, bit-packing runtimes, 2:4 sparsity, and Quality-vs-Speed Pareto evaluation benchmark."
 readme = "README.md"