Session Proposals

Story generation using Diffusion Models in Python

In this talk, we will explore the use of stable diffusion in Python for generating original stories. We will first introduce the concept of stable diffusion and how it can be used to model the spread of information or ideas. We will then discuss how this can be applied to the task of story generation, and demonstrate how to use Python libraries such as Markovify and Chatgpt API. Eventually, any python developer should be able to use scripts to generate continual contextual images that has meaningful representations.

Django Apps at Scale: Mistakes to Avoid


I started using Python in school and started developing apps with Django in 2018. To enhance my experience and learnings I also worked at an Infrastructure as Code Platform StackGuardian. It’s an OpenSource robust and scalable platform built with Django. We wrote everything from scratch and in the process, we did a lot of research and experiments to build scalable Django Apps with Microservice Architecture. I’ve learned a lot about what works well and what doesn’t with Django, and hope I can share some useful tips on how to work with this popular web framework.

Agenda for the Talk:

--> Monoliths & Microservices Brief Intro & general misconception

I’ll start with a layman's introduction to Monoliths & Microservices so that even beginners get the idea about the terminologies which will be used later. I will also touch upon the common misconception junior engineers or students have around these architectures.

--> Moving away from Monolith

Under this, I’ll be discussing problems with Monolith Architecture or monolith Django Apps. What does it take to move away from a monolith architecture? Examples of companies that moved from Monolith to Microservice architecture.

→ Why Microservices?

Here I’ll be sharing the benefits that microservice architecture adds to the product. The need for microservices with the ever-growing users globally and how microservices are able to solve scalability issues.

--> Why Django for Microservices & Mistakes to avoid or Best Practices

Understanding Microservice Architecture in Django via a reference app. How to transition your Django App from a Monolith App to a Microservices-based app. I’ll discuss about the mistakes every django should avoid or best practices that we at stackguardian realized with time for a robust & scalable platform.

–> StackGuardian overview & Tirith

In this, I’ll give a bird's eye view of StackGuardian’s architecture and how its open-source tool “Tirith” built with python will help security engineers to write policies in a human-readable way but still machine enforceable.

--> Key Takeaway & Django Trivia/QnA

I’ll conclude the talk with fun Django Trivia.


The target audience for the talk ranges from Beginner to Intermediate Programmers.

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