diff --git a/pyproject.toml b/pyproject.toml
index 0c1a2c7e6..d6e5d17b2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,30 +1,28 @@
 [build-system]
-requires = ["setuptools >= 61.0"]
-build-backend = "setuptools.build_meta"
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
 
-[project.scripts]
-sherlock = "sherlock:main"
+[tool.poetry.dependencies]
+python = "^3.12"
 
-[project.urls]
-Homepage = "http://sherlock-project.github.io/"
-Repository = "https://github.com/sherlock-project/sherlock.git"
-Issues = "https://github.com/sherlock-project/sherlock/issues"
-
-[project]
+[tool.poetry]
 name = "Sherlock"
-authors = [
-    { name = "Sherlock Project (Siddharth Dushantha)" }
-]
+description = "Hunt down social media accounts by username across social networks"
+version = "0.0.1"
+homepage = "http://sherlock-project.github.io/"
+repository = "https://github.com/sherlock-project/sherlock.git"
+authors = [ "Sherlock Project" ]
 maintainers = [
-    { name = "Siddharth Dushantha :: https://github.com/sdushantha" },
-    { name = "Matheus Felipe :: https://github.com/matheusfelipeog" },
-    { name = "Sondreal :: https://github.com/sondreal" },
-    { name = "Paul Pfeister :: https://github.com/ppfeister" }
+    "Siddharth Dushantha",
+    "Matheus Felipe",
+    "Sondreal",
+    "Paul Pfeister"
 ]
-description = "Hunt down social media accounts by username across social networks"
 readme = "README.md"
-license = {file = "LICENSE"}
-dynamic = ["dependencies", "version"]
+packages = [
+    { include = "sherlock" }
+]
+license = "MIT"
 keywords = [ "osint", "reconnaissance", "information gathering" ]
 classifiers = [
     "Development Status :: 5 - Production/Stable",
@@ -38,9 +36,10 @@ classifiers = [
     "Topic :: Security"
 ]
 
-[tool.setuptools.dynamic]
-dependencies = { file = [ "requirements.txt" ] }
-version = { attr = "sherlock.__version__" }
+[tools.poetry.urls]
+Homepage = "http://sherlock-project.github.io/"
+Repository = "https://github.com/sherlock-project/sherlock.git"
+Issues = "https://github.com/sherlock-project/sherlock/issues"
 
-[tool.setuptools]
-package-dir = {"" = "sherlock"}
+[tool.poetry.scripts]
+sherlock = "sherlock:main"
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 8929bbae7..000000000
--- a/setup.cfg
+++ /dev/null
@@ -1,4 +0,0 @@
-[metadata]
-name = Sherlock
-author = Sherlock Project
-url = http://sherlock-project.github.io/