diff --git a/_talks/exploring-code-smells-in-elixir.md b/_talks/exploring-code-smells-in-elixir.md
index 7b91005..7d45c76 100644
--- a/_talks/exploring-code-smells-in-elixir.md
+++ b/_talks/exploring-code-smells-in-elixir.md
@@ -16,8 +16,8 @@ In this talk, we will dive into the world of Elixir and uncover code smells that
 **Key Takeaways:**
 - Understanding code smells and why they can impact overall code quality.
 - Learning how to identify them in Elixir, and how to apply refactoring techniques to reduce the code smell impact on a codebase.
-- Introduction to the `Catalog of Elixir-specific code smells`, maintained by Lucas Vegi and Marco Tulio Valente.
+- Introduction to the "Catalog of Elixir-specific code smells", maintained by Lucas Vegi and Marco Tulio Valente.
 - Discussion about code quality, maintainability, and legacy code in Elixir.
 
 **Target Audience:**
-- This presentation is designed to engage a diverse audience, including Elixir developers, enthusiasts of functional programming, software engineers, technical leads, architects, and developers in the process of transitioning to Elixir. It is specifically tailored for individuals who are enthusiastic about enhancing code quality, ensuring maintainability, and deepening their comprehension of code smells in Elixir.
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+- This presentation is designed to engage a diverse audience, including Elixir developers, enthusiasts of functional programming, software engineers, technical leads, architects, and developers in the process of transitioning to Elixir. It is specifically tailored for individuals who are enthusiastic about enhancing code quality, ensuring maintainability, and deepening their comprehension of code smells in Elixir.