diff --git a/public/data/firestore-data.json b/public/data/firestore-data.json
index 9e58bbe..6f5019a 100644
--- a/public/data/firestore-data.json
+++ b/public/data/firestore-data.json
@@ -424,7 +424,7 @@
         "Keynote",
         "AI/ML"
       ],
-      "title": "The Agentic Economy: Transforming Development with AI-driven Efficiency and Accuracy",
+      "title": "The AI Catalyst: Transforming SDLC with Agent-driven Efficiency and Accuracy",
       "videoId": ""
     },
     "104": {
@@ -664,7 +664,7 @@
     },
     "120": {
       "complexity": "Intermediate",
-      "description": "Filling this talk proposal, with an assumption to have an audience mix of Developers, Product and project managers, some early professionals, leaders, designers and students! In summary, Design Thinking is a way to approach and solve the right problems, keeping the users, and stakeholders in consideration! In the presentation, I will be including on-the-go exercises to define and make the Design Thinking process relatable for them to be able to follow easily, later as needed.",
+      "description": "A designer's tale to Developers, Product Managers, and everyone who is enthusiastic about building digital products: \n\n\"Design Thinking for Product teams and beyond.\" \n\nThink of the Software Development Cycle and skip Design for a moment, how does that feel? \n\nWe will simplify the 'Design Thinking' exercise in this talk with relatable and interesting stories. \n\nThe session will include: \n-A Quick Intro to Design Thinking \n-Some interesting examples to showcase design thinking in the product-building journey \n-Understanding User Persona and ideating while designing an intuitive experience \n-A go-to template to follow design thinking as a collaborative and strategic tool with other stakeholders to build better digital products.",
       "language": "English",
       "presentation": "",
       "speakers": [
@@ -1763,7 +1763,7 @@
       "title": "ML engineer @Rootle.ai"
     },
     "chetan_hirapara":{
-      "bio": "I am a seasoned speaker in AI. I have delivered 20+ Technical Sessions at community events and universities.",
+      "bio": "Meet Chetan Hirapara, he has 12+ years of experience in AI field. He is passionate about GenAI and cutting-edge technology. He is working as Lead Data scientist at Teradata.",
       "company": "Teradata",
       "companyLogo": "",
       "companyLogoUrl": "https://firebasestorage.googleapis.com/v0/b/devfestahm-develop.appspot.com/o/images%2Fpeople%2Fspeakers%2F2024%2Fcompany%2Fteradata.png?alt=media&token=20e9cff4-82bf-4c45-86d6-44cd1a92f547",
@@ -1773,7 +1773,7 @@
       "photo": "",
       "photoUrl": "https://firebasestorage.googleapis.com/v0/b/devfestahm-develop.appspot.com/o/images%2Fpeople%2Fspeakers%2F2024%2Fchetan_hirapara.jpg?alt=media&token=5928689c-1b8d-4ca8-8d12-6c763f8a47c4",
       "pronouns": "he/him",
-      "shortBio": "I am a seasoned speaker in AI. I have delivered 20+ Technical Sessions at community events and universities.",
+      "shortBio": "Meet Chetan Hirapara, he has 12+ years of experience in AI field. He is passionate about GenAI and cutting-edge technology. He is ...",
       "socials": [
         {
           "icon": "twitter",
@@ -2031,7 +2031,7 @@
               "link": "https://x.com/KhushbuThakker",
               "name": "Twitter"
             },
-            
+
             {
               "icon": "linkedin",
               "link": "https://www.linkedin.com/in/khushbu-thakker-7228998b?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app",