diff --git a/pkgs/development/python-modules/fasttransform/default.nix b/pkgs/development/python-modules/fasttransform/default.nix
new file mode 100644
index 000000000000..fb173c6beaa9
--- /dev/null
+++ b/pkgs/development/python-modules/fasttransform/default.nix
@@ -0,0 +1,58 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+
+  # build-system
+  setuptools,
+
+  # dependencies
+  fastcore,
+  numpy,
+  plum-dispatch,
+}:
+
+buildPythonPackage (finalAttrs: {
+  pname = "fasttransform";
+  version = "0.0.2";
+  pyproject = true;
+  __structuredAttrs = true;
+
+  src = fetchFromGitHub {
+    owner = "AnswerDotAI";
+    repo = "fasttransform";
+    tag = finalAttrs.version;
+    hash = "sha256-d41645xOXkFv4rjFBfOXepYHGbYiCbHN2O30aePVVxM=";
+  };
+
+  # pkg_resources used to come with setuptools but was removed
+  postPatch = ''
+    substituteInPlace setup.py \
+      --replace-fail \
+        "from pkg_resources import parse_version" \
+        "from packaging.version import parse as parse_version"
+  '';
+
+  build-system = [
+    setuptools
+  ];
+
+  dependencies = [
+    fastcore
+    numpy
+    plum-dispatch
+  ];
+
+  pythonImportsCheck = [ "fasttransform" ];
+
+  # No tests
+  doCheck = false;
+
+  meta = {
+    description = "Main building block of data pipelines in fastai";
+    homepage = "https://github.com/AnswerDotAI/fasttransform";
+    changelog = "https://github.com/AnswerDotAI/fasttransform/blob/${finalAttrs.src.tag}/CHANGELOG.md";
+    license = lib.licenses.asl20;
+    maintainers = with lib.maintainers; [ GaetanLepage ];
+  };
+})
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 0b53b02eb570..5f9ae6fc14f0 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -5900,6 +5900,8 @@ self: super: with self; {
 
   fasttext = callPackage ../development/python-modules/fasttext { };
 
+  fasttransform = callPackage ../development/python-modules/fasttransform { };
+
   fastuuid = callPackage ../development/python-modules/fastuuid { };
 
   faust-cchardet = callPackage ../development/python-modules/faust-cchardet { };