diff --git a/lib/cadet/assessments.ex b/lib/cadet/assessments.ex
new file mode 100644
index 000000000..c94d62374
--- /dev/null
+++ b/lib/cadet/assessments.ex
@@ -0,0 +1,31 @@
+defmodule Cadet.Assessments do
+  @moduledoc """
+  Assessments context contains domain logic for assessments management such as
+  missions, sidequests, paths, etc.
+  """
+  use Cadet, :context
+
+  alias Cadet.Assessments.QuestionTypes.MCQQuestion
+  alias Cadet.Assessments.QuestionTypes.ProgrammingQuestion
+
+  # To be uncommented when assessments context is merged
+  # def create_multiple_choice_question(json_attr) when is_binary(json_attr) do
+  #   %MCQQuestion{}
+  #   |> MCQQuestion.changeset(%{raw_mcqquestion: json_attr})
+  # end
+
+  # def create_multiple_choice_question(attr = %{}) do
+  #   %MCQQuestion{}
+  #   |> MCQQuestion.changeset(attr)
+  # end
+
+  # def create_programming_question(json_attr) when is_binary(json_attr) do
+  #   %ProgrammingQuestion{}
+  #   |> ProgrammingQuestion.changeset(%{raw_programmingquestion: json_attr})
+  # end
+
+  # def create_programming_question(attr = %{}) do
+  #   %ProgrammingQuestion{}
+  #   |> ProgrammingQuestion.changeset(attr)
+  # end
+end
diff --git a/lib/cadet/assessments/question_types/library.ex b/lib/cadet/assessments/question_types/library.ex
new file mode 100644
index 000000000..0ff3f9504
--- /dev/null
+++ b/lib/cadet/assessments/question_types/library.ex
@@ -0,0 +1,24 @@
+defmodule Cadet.Assessments.QuestionTypes.Library do
+  @moduledoc """
+  The library entity represents a library to be used in a programming question.
+  """
+  use Ecto.Schema
+
+  import Ecto.Changeset
+
+  embedded_schema do
+    field(:version, :integer)
+    field(:globals, {:array, :string})
+    field(:externals, {:array, :string})
+    field(:files, {:array, :string})
+  end
+
+  @required_fields ~w(version)a
+  @optional_fields ~w(globals externals files)a
+
+  def changeset(library, params \\ %{}) do
+    library
+    |> cast(params, @required_fields ++ @optional_fields)
+    |> validate_required(@required_fields)
+  end
+end
diff --git a/lib/cadet/assessments/question_types/mcq_choice.ex b/lib/cadet/assessments/question_types/mcq_choice.ex
new file mode 100644
index 000000000..c23b419f5
--- /dev/null
+++ b/lib/cadet/assessments/question_types/mcq_choice.ex
@@ -0,0 +1,25 @@
+defmodule Cadet.Assessments.QuestionTypes.MCQChoice do
+  @moduledoc """
+  The Assessments.QuestionTypes.MCQChoice entity represents an MCQ Choice.
+  """
+  use Ecto.Schema
+
+  import Ecto.Changeset
+
+  alias Cadet.Assessments.QuestionTypes.MCQQuestion
+
+  embedded_schema do
+    field(:content, :string)
+    field(:hint, :string)
+    field(:is_correct, :boolean)
+  end
+
+  @required_fields ~w(content is_correct)a
+  @optional_fields ~w(is_correct)a
+
+  def changeset(question, params \\ %{}) do
+    question
+    |> cast(params, @required_fields ++ @optional_fields)
+    |> validate_required(@required_fields)
+  end
+end
diff --git a/lib/cadet/assessments/question_types/mcq_question.ex b/lib/cadet/assessments/question_types/mcq_question.ex
new file mode 100644
index 000000000..cbe069d42
--- /dev/null
+++ b/lib/cadet/assessments/question_types/mcq_question.ex
@@ -0,0 +1,57 @@
+defmodule Cadet.Assessments.QuestionTypes.MCQQuestion do
+  @moduledoc """
+  The Assessments.QuestionTypes.MCQQuestion entity represents an MCQ Question.
+  It comprises of content and choices.
+  """
+  use Ecto.Schema
+
+  import Ecto.Changeset
+
+  alias Cadet.Assessments.QuestionTypes.MCQChoice
+
+  embedded_schema do
+    field(:content, :string)
+    embeds_many(:choices, MCQChoice)
+    field(:raw_mcqquestion, :string, virtual: true)
+  end
+
+  @required_fields ~w(content)a
+  @optional_fields ~w(raw_mcqquestion)a
+
+  def changeset(question, params \\ %{}) do
+    question
+    |> cast(params, @required_fields ++ @optional_fields)
+    |> put_question()
+    |> cast_embed(:choices, with: &MCQChoice.changeset/2, required: true)
+    |> validate_one_correct_answer()
+    |> validate_required(@required_fields ++ ~w(choices)a)
+  end
+
+  defp put_question(changeset) do
+    change = get_change(changeset, :raw_mcqquestion)
+
+    if change do
+      json = Poison.decode!(change)
+
+      changeset
+      |> cast(json, @required_fields)
+    else
+      changeset
+    end
+  end
+
+  defp validate_one_correct_answer(changeset) do
+    changeset
+    |> validate_change(:choices, fn :choices, choices ->
+      no_of_correct_choices =
+        choices
+        |> Enum.reduce(0, &if(&1.changes && &1.changes[:is_correct], do: &2 + 1, else: &2))
+
+      if no_of_correct_choices == 1 do
+        []
+      else
+        [choices: "Number of correct answer must be one."]
+      end
+    end)
+  end
+end
diff --git a/lib/cadet/assessments/question_types/programming_question.ex b/lib/cadet/assessments/question_types/programming_question.ex
new file mode 100644
index 000000000..a3c81288b
--- /dev/null
+++ b/lib/cadet/assessments/question_types/programming_question.ex
@@ -0,0 +1,43 @@
+defmodule Cadet.Assessments.QuestionTypes.ProgrammingQuestion do
+  @moduledoc """
+  The ProgrammingQuestion entity represents a Programming question.
+  """
+  use Ecto.Schema
+
+  import Ecto.Changeset
+
+  alias Cadet.Assessments.QuestionTypes.Library
+
+  embedded_schema do
+    field(:content, :string)
+    field(:solution_template, :string)
+    field(:solution_header, :string)
+    field(:solution, :string)
+    embeds_one(:library, Library)
+    field(:raw_programmingquestion, :string, virtual: true)
+  end
+
+  @required_fields ~w(content solution_template solution)a
+  @optional_fields ~w(solution_header raw_programmingquestion)a
+
+  def changeset(question, params \\ %{}) do
+    question
+    |> cast(params, @required_fields ++ @optional_fields)
+    |> put_programmingquestion()
+    |> cast_embed(:library, required: true, with: &Library.changeset/2)
+    |> validate_required(@required_fields)
+  end
+
+  defp put_programmingquestion(changeset) do
+    change = get_change(changeset, :raw_programmingquestion)
+
+    if change do
+      json = Poison.decode!(change)
+
+      changeset
+      |> cast(json, @required_fields)
+    else
+      changeset
+    end
+  end
+end
diff --git a/test/cadet/assessments/question_types/mcq_choice_test.exs b/test/cadet/assessments/question_types/mcq_choice_test.exs
new file mode 100644
index 000000000..835ddfd0b
--- /dev/null
+++ b/test/cadet/assessments/question_types/mcq_choice_test.exs
@@ -0,0 +1,18 @@
+defmodule Cadet.Assessments.QuestionTypes.MCQChoiceTest do
+  use Cadet.ChangesetCase, async: true
+
+  alias Cadet.Assessments.QuestionTypes.MCQChoice
+
+  valid_changesets MCQChoice do
+    %{content: "asd", is_correct: true}
+    %{content: "asd", hint: "asd", is_correct: true}
+  end
+
+  invalid_changesets MCQChoice do
+    %{content: "asd"}
+    %{hint: "asd"}
+    %{is_correct: false}
+    %{content: "asd", hint: "aaa"}
+    %{content: 1, is_correct: true}
+  end
+end
diff --git a/test/cadet/assessments/question_types/mcq_question_test.exs b/test/cadet/assessments/question_types/mcq_question_test.exs
new file mode 100644
index 000000000..067fa4a3e
--- /dev/null
+++ b/test/cadet/assessments/question_types/mcq_question_test.exs
@@ -0,0 +1,19 @@
+defmodule Cadet.Assessments.QuestionTypes.MCQQuestionTest do
+  use Cadet.ChangesetCase, async: true
+
+  alias Cadet.Assessments.QuestionTypes.MCQQuestion
+
+  valid_changesets MCQQuestion do
+    %{content: "asd", choices: [%{content: "asd", is_correct: true}]}
+
+    %{
+      raw_mcqquestion:
+        "{\"content\":\"asd\",\"choices\":[{\"is_correct\":true,\"content\":\"asd\"}]}"
+    }
+  end
+
+  invalid_changesets MCQQuestion do
+    %{content: "asd"}
+    %{content: "asd", choices: [%{content: "asd", is_correct: false}]}
+  end
+end
diff --git a/test/cadet/assessments/question_types/programming_question_test.exs b/test/cadet/assessments/question_types/programming_question_test.exs
new file mode 100644
index 000000000..de5b8b33b
--- /dev/null
+++ b/test/cadet/assessments/question_types/programming_question_test.exs
@@ -0,0 +1,31 @@
+defmodule Cadet.Assessments.QuestionTypes.ProgrammingQuestionTest do
+  use Cadet.ChangesetCase, async: true
+
+  alias Cadet.Assessments.QuestionTypes.ProgrammingQuestion
+
+  valid_changesets ProgrammingQuestion do
+    %{
+      content: "asd",
+      solution_template: "asd",
+      solution: "asd",
+      library: %{version: 1}
+    }
+
+    %{
+      raw_programmingquestion:
+        "{\"solution_template\":\"asd\",\"solution_header\":\"asd\",\"solution\":\"asd\",\"content\":\"asd\",\"library\":{\"version\":1}}"
+    }
+  end
+
+  invalid_changesets ProgrammingQuestion do
+    %{content: "asd"}
+
+    %{
+      content: "asd",
+      solution_template: "asd",
+      solution_header: "asd",
+      solution: "asd",
+      library: %{globals: ["a"]}
+    }
+  end
+end