refactor: Rebrand site identity from personal to SourceStrongAI organization

singhsidhukuldeep · singhsidhukuldeep · commit d98b0dff78aa · 2026-04-23T18:37:45.000+05:30
Replace all references to the personal identity (name, social links,
mailing address) with SourceStrongAI organization branding across 9 files.

Changes:
- mkdocs.yml: Update site_author, social links (GitHub org, LinkedIn company,
  X/Twitter, website), PDF copyright (name + year to 2026), footer copyright
  with link to sourcestrongai.com. Remove StackOverflow and HuggingFace
  social entries (personal accounts with no org equivalent).
- contact.md: Remove personal mailing address, replace social media table
  with org links (GitHub, LinkedIn, X/Twitter, website).
- privacy.md: Replace personal mailing address with website link.
- index.md: Update two Project Maintainer links to org GitHub.
- README.md: Rebrand "Maintained by" section, update maintenance and
  followers badges to org account.
- Introduction.md: Same rebranding, fix "find me" → "find us" pronoun.
- deploying-ml-models.md: Same rebranding and pronoun fix.
- Contribute.md: Update sign-off from personal name to "SourceStrongAI Team".
- AGENTS.md: Update maintainer and copyright references to SourceStrongAI.

Not changed (intentionally):
- projects.md: Author attribution on real projects remains as-is.
- Interview-Question-Resources.md: External LinkedIn article URL unchanged.
diff --git a/AGENTS.md b/AGENTS.md
@@ -2,7 +2,7 @@
 
 ## Project Overview
 
-This is **dsprep.com**, a MkDocs Material static site for data science interview preparation. It is owned by **SourceStrongAI** (sourcestrongai.com), maintained by Kuldeep Singh Sidhu.
+This is **dsprep.com**, a MkDocs Material static site for data science interview preparation. It is owned and maintained by **SourceStrongAI** (sourcestrongai.com).
 
 - **Site URL**: https://dsprep.com
 - **Repo**: https://github.com/datascienceinterviews/datascienceinterviews.github.io
@@ -86,4 +86,4 @@ Located in `overrides/main.html`. Rotating slideshow cycling through:
 - External product links should open in new tabs (`target="_blank" rel="noopener"`)
 - The PDF export plugin (`with-pdf`) is disabled by default; enable with `ENABLE_PDF_EXPORT=1`
 - Example/dummy emails in code samples (SQL, Python, etc.) should NOT be changed
-- Copyright references Kuldeep Singh Sidhu with AGPL-3.0 license
+- Copyright references SourceStrongAI with AGPL-3.0 license
diff --git a/README.md b/README.md
@@ -69,16 +69,13 @@ Not only this, the platform will also serve as one point destination for all you
 
 ### Maintained by
 
-👨‍🎓 ***Kuldeep Singh Sidhu*** 
+***[SourceStrongAI](https://sourcestrongai.com)*** 
 
-Github: [github/singhsidhukuldeep](https://github.com/singhsidhukuldeep)
-`https://github.com/singhsidhukuldeep`
+GitHub: [github/datascienceinterviews](https://github.com/datascienceinterviews)
 
-Website: [Kuldeep Singh Sidhu (Website)](http://kuldeepsinghsidhu.com)
-`http://kuldeepsinghsidhu.com`
+LinkedIn: [SourceStrongAI](https://www.linkedin.com/company/sourcestrongai)
 
-LinkedIn: [Kuldeep Singh Sidhu (LinkedIn)](https://www.linkedin.com/in/singhsidhukuldeep/)
-`https://www.linkedin.com/in/singhsidhukuldeep/`
+Twitter (X): [sourcestrongai](https://x.com/sourcestrongai)
 
 ### Contributors
 
@@ -91,7 +88,7 @@ LinkedIn: [Kuldeep Singh Sidhu (LinkedIn)](https://www.linkedin.com/in/singhsidh
 
 ## Current Status
 
-[![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)](https://github.com/singhsidhukuldeep)
+[![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)](https://github.com/datascienceinterviews)
 [![Website shields.io](https://img.shields.io/website?url=https%3A%2F%2Fdsprep.com%2F)](https://dsprep.com/)
 [![GitHub pages status](https://img.shields.io/github/deployments/datascienceinterviews/datascienceinterviews.github.io/github-pages)](https://github.com/datascienceinterviews/datascienceinterviews.github.io/deployments/activity_log?environment=github-pages)
 [![GitHub up-time BOT](https://badgen.net/uptime-robot/month/ur967659-422c6e77bfb79bb6a47c642c)](https://github.com/datascienceinterviews/datascienceinterviews.github.io/deployments/activity_log?environment=github-pages)
@@ -110,7 +107,7 @@ LinkedIn: [Kuldeep Singh Sidhu (LinkedIn)](https://www.linkedin.com/in/singhsidh
 [![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](https://www.python.org/)
 [![made-with-Markdown](https://img.shields.io/badge/Made%20with-Markdown-1f425f.svg)](http://commonmark.org)
 [![repo- size](https://img.shields.io/github/repo-size/datascienceinterviews/datascienceinterviews.github.io)](https://github.com/datascienceinterviews/datascienceinterviews.github.io)
-[![Followers](https://img.shields.io/github/followers/singhsidhukuldeep?style=plastic&logo=github)](https://github.com/singhsidhukuldeep?tab=followers)
+[![Followers](https://img.shields.io/github/followers/datascienceinterviews?style=plastic&logo=github)](https://github.com/datascienceinterviews?tab=followers)
 
 
 <!-- apt-get install -y tzdata
diff --git a/docs/Contribute.md b/docs/Contribute.md
@@ -20,6 +20,6 @@ For now, plese open a <a href="https://github.com/datascienceinterviews/datascie
 
 <a href="/#__tabbed_1_3">**List of things to contribute!**</a>
 
-Thank you, <br><a href="/contact">Kuldeep</a>
+Thank you, <br><a href="/contact">SourceStrongAI Team</a>
 
 ---
diff --git a/docs/Deploying-ML-models/deploying-ml-models.md b/docs/Deploying-ML-models/deploying-ml-models.md
@@ -80,7 +80,7 @@ Contribution in any form will be deeply appreciated. 🙏
 
 [![Issues](https://img.shields.io/github/issues/datascienceinterviews/datascienceinterviews.github.io)](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues)
 
-🔧 To report any issues find me on [LinkedIn](#maintained-by) or [raise an issue](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues) on GitHub.
+🔧 To report any issues, find us on [LinkedIn](#maintained-by) or [raise an issue](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues) on GitHub.
 
 🛠 You can also solve existing [issues on GitHub](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues) and create a pull request.
 
@@ -193,16 +193,13 @@ pip3 install mkdocs-material
 
 ### Maintained by
 
-👨‍🎓 ***Kuldeep Singh Sidhu*** 
+***[SourceStrongAI](https://sourcestrongai.com)*** 
 
-Github: [github/singhsidhukuldeep](https://github.com/singhsidhukuldeep)
-`https://github.com/singhsidhukuldeep`
+GitHub: [github/datascienceinterviews](https://github.com/datascienceinterviews)
 
-Website: [Kuldeep Singh Sidhu (Website)](http://kuldeepsinghsidhu.com)
-`http://kuldeepsinghsidhu.com`
+LinkedIn: [SourceStrongAI](https://www.linkedin.com/company/sourcestrongai)
 
-LinkedIn: [Kuldeep Singh Sidhu (LinkedIn)](https://www.linkedin.com/in/singhsidhukuldeep/)
-`https://www.linkedin.com/in/singhsidhukuldeep/`
+Twitter (X): [sourcestrongai](https://x.com/sourcestrongai)
 
 ### Contributors
 
@@ -229,4 +226,4 @@ LinkedIn: [Kuldeep Singh Sidhu (LinkedIn)](https://www.linkedin.com/in/singhsidh
 [![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](https://www.python.org/)
 [![made-with-Markdown](https://img.shields.io/badge/Made%20with-Markdown-1f425f.svg)](http://commonmark.org)
 [![repo- size](https://img.shields.io/github/repo-size/datascienceinterviews/datascienceinterviews.github.io)](https://github.com/datascienceinterviews/datascienceinterviews.github.io)
-[![Followers](https://img.shields.io/github/followers/singhsidhukuldeep?style=plastic&logo=github)](https://github.com/singhsidhukuldeep?tab=followers)
+[![Followers](https://img.shields.io/github/followers/datascienceinterviews?style=plastic&logo=github)](https://github.com/datascienceinterviews?tab=followers)
diff --git a/docs/Introduction.md b/docs/Introduction.md
@@ -81,7 +81,7 @@ Contribution in any form will be deeply appreciated. 🙏
 
 [![Issues](https://img.shields.io/github/issues/datascienceinterviews/datascienceinterviews.github.io)](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues)
 
-🔧 To report any issues find me on [LinkedIn](#maintained-by) or [raise an issue](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues) on GitHub.
+🔧 To report any issues, find us on [LinkedIn](#maintained-by) or [raise an issue](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues) on GitHub.
 
 🛠 You can also solve existing [issues on GitHub](https://github.com/datascienceinterviews/datascienceinterviews.github.io/issues) and create a pull request.
 
@@ -215,16 +215,13 @@ pip3 install mkdocs-git-revision-date-localized-plugin
 
 ### Maintained by
 
-👨‍🎓 ***Kuldeep Singh Sidhu*** 
+***[SourceStrongAI](https://sourcestrongai.com)*** 
 
-Github: [github/singhsidhukuldeep](https://github.com/singhsidhukuldeep)
-`https://github.com/singhsidhukuldeep`
+GitHub: [github/datascienceinterviews](https://github.com/datascienceinterviews)
 
-Website: [Kuldeep Singh Sidhu (Website)](http://kuldeepsinghsidhu.com)
-`http://kuldeepsinghsidhu.com`
+LinkedIn: [SourceStrongAI](https://www.linkedin.com/company/sourcestrongai)
 
-LinkedIn: [Kuldeep Singh Sidhu (LinkedIn)](https://www.linkedin.com/in/singhsidhukuldeep/)
-`https://www.linkedin.com/in/singhsidhukuldeep/`
+Twitter (X): [sourcestrongai](https://x.com/sourcestrongai)
 
 ### Contributors
 
@@ -251,4 +248,4 @@ LinkedIn: [Kuldeep Singh Sidhu (LinkedIn)](https://www.linkedin.com/in/singhsidh
 [![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](https://www.python.org/)
 [![made-with-Markdown](https://img.shields.io/badge/Made%20with-Markdown-1f425f.svg)](http://commonmark.org)
 [![repo- size](https://img.shields.io/github/repo-size/datascienceinterviews/datascienceinterviews.github.io)](https://github.com/datascienceinterviews/datascienceinterviews.github.io)
-[![Followers](https://img.shields.io/github/followers/singhsidhukuldeep?style=plastic&logo=github)](https://github.com/singhsidhukuldeep?tab=followers)
+[![Followers](https://img.shields.io/github/followers/datascienceinterviews?style=plastic&logo=github)](https://github.com/datascienceinterviews?tab=followers)
diff --git a/docs/contact.md b/docs/contact.md
@@ -11,26 +11,16 @@ Welcome to https://dsprep.com/
 
 For any information, request or official correspondence please **email to:** *hi@sourcestrongai.com*
 
-**Mailing Address:**
-
-Kuldeep Singh Sidhu
-
-Street No 4, Malviya Nagar
-Bathinda, Punjab, 151001
-India
-
 ---
 
 ## Follow on Social Media
 
 | Platform      | Link                                                           |
 |---------------|----------------------------------------------------------------|
-| GitHub        | [https://github.com/singhsidhukuldeep](https://github.com/singhsidhukuldeep)          |
-| LinkedIn      | [https://www.linkedin.com/in/singhsidhukuldeep/](https://www.linkedin.com/in/singhsidhukuldeep/) |
-| Twitter (X)   | [https://twitter.com/kuldeep_s_s](https://twitter.com/kuldeep_s_s)                       |
-| HuggingFace   | [https://huggingface.co/singhsidhukuldeep](https://huggingface.co/singhsidhukuldeep)       |
-| StackOverflow | [https://stackoverflow.com/users/7182350](https://stackoverflow.com/users/7182350)       |
-| Website       | [http://kuldeepsinghsidhu.com/](http://kuldeepsinghsidhu.com/)                               |
+| GitHub        | [https://github.com/datascienceinterviews](https://github.com/datascienceinterviews)          |
+| LinkedIn      | [https://www.linkedin.com/company/sourcestrongai](https://www.linkedin.com/company/sourcestrongai) |
+| Twitter (X)   | [https://x.com/sourcestrongai](https://x.com/sourcestrongai)                       |
+| Website       | [https://sourcestrongai.com](https://sourcestrongai.com)       |
 
 ---
 
diff --git a/docs/index.md b/docs/index.md
@@ -240,7 +240,7 @@ Not only this, the platform will also serve as one point destination for all you
 
         <div class="grid cards" markdown>
 
-        - [::fontawesome-solid-user-shield:: Project __Maintainer__](https://github.com/singhsidhukuldeep)
+        - [::fontawesome-solid-user-shield:: Project __Maintainer__](https://github.com/datascienceinterviews)
         - [:fontawesome-solid-users-between-lines: All __Contributors__ list](https://github.com/datascienceinterviews/datascienceinterviews.github.io/graphs/contributors)
         - [:simple-unlicense: __AGPL-3.0__ license](https://github.com/datascienceinterviews/datascienceinterviews.github.io#AGPL-3.0-1-ov-file)
         - [:material-comment-account-outline: __Reach__ Out](/contact)
@@ -252,7 +252,7 @@ Not only this, the platform will also serve as one point destination for all you
 
 <div class="grid cards" markdown>
 
-  - [::fontawesome-solid-user-shield:: Project __Maintainer__](https://github.com/singhsidhukuldeep)
+  - [::fontawesome-solid-user-shield:: Project __Maintainer__](https://github.com/datascienceinterviews)
   - [:fontawesome-solid-users-between-lines: All __Contributors__ list](https://github.com/datascienceinterviews/datascienceinterviews.github.io/graphs/contributors)
 
   </div>
diff --git a/docs/privacy.md b/docs/privacy.md
@@ -181,13 +181,7 @@ If you have any questions about this Privacy Policy, or if you would like to exe
 
 **Email:** hi@sourcestrongai.com
 
-**Mailing Address:**
-
-Kuldeep Singh Sidhu
-
-Street No 4, Malviya Nagar
-Bathinda, Punjab, 151001
-India
+**Website:** [https://sourcestrongai.com](https://sourcestrongai.com)
 
 ---
 
diff --git a/mkdocs.yml b/mkdocs.yml
@@ -1,6 +1,6 @@
 # Project information
 site_name: Data Science Interview preparation
-site_author: Kuldeep Singh Sidhu
+site_author: SourceStrongAI
 site_description: >-
   This is a completely open-source platform for
   maintaining curated list of interview questions
@@ -26,17 +26,13 @@ extra:
 
   social:
     - icon: octicons/mark-github-16
-      link: https://github.com/singhsidhukuldeep/
+      link: https://github.com/datascienceinterviews
     - icon: fontawesome/brands/linkedin
-      link: https://linkedin.com/in/singhsidhukuldeep
+      link: https://www.linkedin.com/company/sourcestrongai
     - icon: fontawesome/brands/x-twitter
-      link: https://twitter.com/kuldeep_s_s
-    - icon: fontawesome/brands/stack-overflow
-      link: https://stackoverflow.com/u/7182350/
-    - icon: hf-logo-pirate
-      link: https://huggingface.co/singhsidhukuldeep
+      link: https://x.com/sourcestrongai
     - icon: octicons/globe-16
-      link: http://kuldeepsinghsidhu.com
+      link: https://sourcestrongai.com
 
   analytics:
     provider: google
@@ -156,7 +152,7 @@ plugins:
   - with-pdf:
       enabled_if_env: ENABLE_PDF_EXPORT
       cover_logo: https://repository-images.githubusercontent.com/275878203/13719500-bb75-11ea-8f3a-be2ffb87a6a2
-      copyright: Copyright © 2020 - 2024 Kuldeep Singh Sidhu
+      copyright: Copyright © 2020 - 2026 SourceStrongAI
       cover_title: The Data Science Book
       cover_subtitle: https://dsprep.com
       output_path: /workspace/datascienceinterviews.github.io/pdf_output/DataScience.pdf
@@ -282,7 +278,7 @@ nav:
 copyright: >-
   Copyright &copy; 2020 - 
   <script>document.write(/\d{4}/.exec(Date())[0])</script>
-  • <strong>Kuldeep Singh Sidhu</strong>
+  • <strong><a href="https://sourcestrongai.com" target="_blank">SourceStrongAI</a></strong>
   • <u><a href="https://choosealicense.com/licenses/agpl-3.0/" target=”_blank”>License</a></u> 
   • <u><a href="/privacy">Privacy Policy</a></u> • <u><a href="/contact">Contact</a></u> 
   •
