diff --git a/talks.qmd b/talks.qmd
index 8525c868..3a7cb60d 100644
--- a/talks.qmd
+++ b/talks.qmd
@@ -36,7 +36,7 @@ comments: false
 
 These are the list of talks I have delivered:
 
-- [OpenAI Whisper and it's amazing power to do fine-tuning demonstrated on my mother-tongue](https://youtu.be/t_uoI6yOOZg) | FOSS Meetup Kochi - KeyValue, Smart Kochi. | June 17, 2023 | [Slides](./talks/foss-united/kochi.qmd),  [Talk Page](./posts/2023/fossunited/kochi.qmd) 
+- [OpenAI Whisper and it's amazing power to do fine-tuning demonstrated on my mother-tongue](https://youtu.be/t_uoI6yOOZg) | FOSS Meetup Kochi - KeyValue, Smart Kochi. | June 24, 2023 | [Slides](./talks/foss-united/kochi.qmd),  [Talk Page](./posts/2023/fossunited/kochi.qmd) 
 
 - AI with Malayalam Computing | DebUtsav - Govt. Model Engineering College, Thrikkakara. | June 17, 2023 | [Slides](./talks/mec/debutsav.qmd),  [Talk Page](./posts/2023/debutsav_talk/index.qmd) 
 
@@ -70,7 +70,7 @@ These are the list of talks I have delivered:
 | :-- |:---- |:----| :---- | :---- | :--- | :---|
 |1. | Demystifying Async & Await in Python & JavaScript | Online using Hoppin | Pycon India | September 19, 2021 | [Slide Link](https://speakerdeck.com/kurianbenoy/demysitfying-async-and-await-in-python-and-javascript)| [Talk Video](https://youtu.be/ZRtnuGK-e7Y) |
 |2. | Machine Learning Models and Dataset Versioning | Chennai Trade Center ,Chennai, India | Pycon India | October 13, 2019 | [Slide Link](https://speakerdeck.com/kurianbenoy/ml-models-and-dataset-versioning)| [Talk Video](https://www.youtube.com/watch?v=Ipzf6oQqQpo) |
-|3. | At the Eye of Flood - Keralarescue.in | Life Long Learning Institue, Singapore  | FOSSASIA Summit  | 17 March 2019 |  [Slide Link](https://speakerdeck.com/kurianbenoy/at-the-eye-of-flood-keralarescue-dot-in)  | [Talk Video](https://www.youtube.com/watch?v=2RzImb5JwMA) |
+|3. | At the Eye of Flood - Keralarescue.in | Life Long Learning Institue, Singapore  | FOSSASIA Summit  | March 17, 2019 |  [Slide Link](https://speakerdeck.com/kurianbenoy/at-the-eye-of-flood-keralarescue-dot-in)  | [Talk Video](https://www.youtube.com/watch?v=2RzImb5JwMA) |
 |4. | Project Showcase - ToonIt project | Online | Tensorflow UserGroup India Summit 2020| September 6, 2020 |  [Slide Link](https://speakerdeck.com/kurianbenoy/tensorflow-user-groups-tfug-india-summit) | [Talk Video](https://youtu.be/qi1cVGTa3sg?t=9618) |
 |5. | Tinkerhub Learning class- Python for beginners | Online | Learn From Home Program |  February-March, 2020 | N/A |[Talk Video](https://www.youtube.com/watch?v=2RzImb5JwMA) |
 |6. | Introduction to Django2 | Kochi |  Kochi Python Meetiup | July 07, 2018 | [Slides](https://speakerdeck.com/kurianbenoy/the-hitchikers-guide-to-django2) | N/A |