diff --git a/2024.md b/2024.md
index 5697939..3f41b16 100644
--- a/2024.md
+++ b/2024.md
@@ -78,7 +78,7 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - [ ][✔️] ♾️ 54 > [Mastering AWS OpenSearch: Terraform Provisioning and Cost Efficiency Series](2024/day54.md) - Ranjini Ganeshan 
 - [ ][✔️] ♾️ 55 > [Bringing Together IaC and CM with Terraform Provider for Ansible](2024/day55.md) - Razvan Ionescu
 - [ ][✔️] ♾️ 56 > [Automated database deployment within the DevOps process](2024/day56.md) - Marc Müller
-- [ ][ ] ♾️ 57 > [](2024/day57.md) 
+- [ ][ ] ♾️ 57 > [Understanding the architecture of multi-model databases](2024/day57.md) - Pratim Bhosale
 - [ ][ ] ♾️ 58 > [OSV Scanner: A Powerful Tool for Open Source Security](2024/day58.md) - Paras Mamgain
 - [ ][ ] ♾️ 59 > [Continuous Delivery pipelines for cloud infrastructure](2024/day59.md) - Michael Lihs
 - [ ][ ] ♾️ 60 > [Migrating a monolith to Cloud-Native and the stumbling blocks that you don’t know about](2024/day60.md) - JJ Asghar
@@ -131,7 +131,6 @@ Or contact us via Twitter, my handle is [@MichaelCade1](https://twitter.com/Mich
 - End to End Data Governance using AWS Serverless Stack - Ankit Sheth
 - Multi-Cloud Service Discovery and Load Balancing - Vladislav Bilay
 - Architecting the Future: Unlocking the Power of Diagrams as Code - Jason Benedicic 
-- Understanding the architecture of multi-model databases - Pratim Bhosale
 - Implementing SRE (Site Reliability Engineering) - - Andy Babiec
 
 ## Sessions Accepted but now cannot deliver