diff --git a/doc/proposals/2025/gsoc/application_papa_kofi_api_auth.md b/doc/proposals/2025/gsoc/application_papa_kofi_api_auth.md
index 8081c937..a6df94c5 100644
--- a/doc/proposals/2025/gsoc/application_papa_kofi_api_auth.md
+++ b/doc/proposals/2025/gsoc/application_papa_kofi_api_auth.md
@@ -269,9 +269,54 @@ class OAuth2Service {
 
 4. Weekly Timeline: A rough week-wise timeline of activities that you would undertake.
 
-- A week-wise timeline is shown [here](../gsoc/images/timelines.md)
+- A week-wise timeline is shown below
+
+| Week | Primary Focus | Key Activities | Deliverables/Outcomes |
+|------|--------------|----------------|----------------------|
+| Week 1 | Project Setup & Initial Research | - Review technical documentation for authentication strategies | - Comprehensive research report |
+| | | - Environment setup and dependency configuration | - Development environment setup |
+| Week 2 | Basic Authentication | - Implement `makeBasicAuthRequest` method | - Writing Basic Authentication class |
+| | | - Create secure base64 encoding functionality | - Unit tests for Basic Authentication |
+| | | - Add HTTPS implementation and security layers | - Basic security documentation |
+| Week 3 | API Key Authentication | - Implement header-based API key authentication | - API Key Authentication class |
+| | | - Implement query parameter-based API key authentication | - Writing API key authentication methods |
+| | | - Create secure storage mechanism for API keys | - Unit tests for API key methods |
+| Week 4 | Bearer Token Authentication | - Implement `makeRequestWithBearerToken` method | - Bearer Token Authentication class |
+| | | - Create token validation and verification | - Unit tests for token validation |
+| | | - Implement secure token storage | - Token security documentation |
+| Week 5 | JWT Implementation (Part 1) | - Set up `dart_jsonwebtoken` integration | - JWT generation functionality |
+| | | - Implement JWT generation method | - JWT verification method |
+| | | - Create token expiration handling | - Initial JWT testing framework |
+| Week 6 | JWT Implementation (Part 2) | - Implement error handling for JWT validation | - Complete JWT Authentication class |
+| | | - Add refresh token functionality | - Unit tests for JWT functionality |
+| | | - Create comprehensive JWT documentation | - JWT implementation documentation |
+| Week 7-8 | Digest Authentication | - Implement Crypto package integration | - Working Digest Authentication class |
+| | | - Create secure hash generation for credentials | - Hash verification functionality |
+| | | - Implement nonce and challenge handling | - Unit and integration tests |
+| Week 9 | OAuth 1.0 Implementation | - Set up OAuth1 package integration | - OAuth 1.0 implementation class |
+| | | - Implement temporary credentials request flow | - Authorization URL generation |
+| | | - Create token credentials handling | - OAuth 1.0 testing framework |
+| Week 10-11 | OAuth 2.0 Implementation | - Create OAuth2Service class | - Complete OAuth 2.0 implementation |
+| | | - Implement authorization URL generation | - Token endpoint integration |
+| | | - Add client ID/secret management | - OAuth 2.0 flow documentation |
+| Week 12 | Security Hardening | - Implement additional encryption layers | - Security audit report |
+| | | - Add robust error handling across all authentication methods | - Updated security documentation |
+| | | - Create secure token transmission mechanisms | - Security hardening test suite |
+| Week 13 | Integration Testing | - Create integration tests for all authentication flows | - Integration testing framework |
+| | | - Simulate various authentication scenarios | - Test coverage report |
+| | | - Fix issues discovered during testing | - Integration test documentation |
+| Week 14 | Performance Optimization | - Analyze authentication performance | - Performance optimization report |
+| | | - Implement caching mechanisms where appropriate | - Updated authentication classes |
+| | | - Optimize token refresh procedures | - Performance test results |
+| Week 15 | Documentation & Project Closure | - Create comprehensive API documentation | - Complete API documentation |
+| | | - Develop usage examples and guides | - Implementation examples |
+| | | - Finalize project and prepare for deployment | - Final project delivery report |
+
+In summary this is an overview of the weekly timelines: <br>
+*Weeks 1-4:* Setup, research, and implementation of simpler authentication methods (Basic Auth, API Key, Bearer Token) <br>
+*Weeks 5-8:* Implementation of more complex authentication systems (JWT, Digest Authentication)
+*Weeks 9-11:* OAuth implementations (both 1.0 and 2.0) <br>
+*Weeks 12-15:* Security hardening, testing, optimization, and documentation
 
 
 
-- Feel free to add images by adding it to the `images` folder inside [doc/proposals/2025/gsoc](https://github.com/foss42/apidash/tree/main/doc/proposals/2025/gsoc) and linking it to your doc.
-- Finally, send your application as a PR for review.
diff --git a/doc/proposals/2025/gsoc/images/timelines.md b/doc/proposals/2025/gsoc/images/timelines.md
deleted file mode 100644
index 4f76b648..00000000
--- a/doc/proposals/2025/gsoc/images/timelines.md
+++ /dev/null
@@ -1,46 +0,0 @@
-| Week | Primary Focus | Key Activities | Deliverables/Outcomes |
-|------|--------------|----------------|----------------------|
-| Week 1 | Project Setup & Initial Research | - Review technical documentation for authentication strategies | - Comprehensive research report |
-| | | - Environment setup and dependency configuration | - Development environment setup |
-| Week 2 | Basic Authentication | - Implement `makeBasicAuthRequest` method | - Writing Basic Authentication class |
-| | | - Create secure base64 encoding functionality | - Unit tests for Basic Authentication |
-| | | - Add HTTPS implementation and security layers | - Basic security documentation |
-| Week 3 | API Key Authentication | - Implement header-based API key authentication | - API Key Authentication class |
-| | | - Implement query parameter-based API key authentication | - Writing API key authentication methods |
-| | | - Create secure storage mechanism for API keys | - Unit tests for API key methods |
-| Week 4 | Bearer Token Authentication | - Implement `makeRequestWithBearerToken` method | - Bearer Token Authentication class |
-| | | - Create token validation and verification | - Unit tests for token validation |
-| | | - Implement secure token storage | - Token security documentation |
-| Week 5 | JWT Implementation (Part 1) | - Set up `dart_jsonwebtoken` integration | - JWT generation functionality |
-| | | - Implement JWT generation method | - JWT verification method |
-| | | - Create token expiration handling | - Initial JWT testing framework |
-| Week 6 | JWT Implementation (Part 2) | - Implement error handling for JWT validation | - Complete JWT Authentication class |
-| | | - Add refresh token functionality | - Unit tests for JWT functionality |
-| | | - Create comprehensive JWT documentation | - JWT implementation documentation |
-| Week 7-8 | Digest Authentication | - Implement Crypto package integration | - Working Digest Authentication class |
-| | | - Create secure hash generation for credentials | - Hash verification functionality |
-| | | - Implement nonce and challenge handling | - Unit and integration tests |
-| Week 9 | OAuth 1.0 Implementation | - Set up OAuth1 package integration | - OAuth 1.0 implementation class |
-| | | - Implement temporary credentials request flow | - Authorization URL generation |
-| | | - Create token credentials handling | - OAuth 1.0 testing framework |
-| Week 10-11 | OAuth 2.0 Implementation | - Create OAuth2Service class | - Complete OAuth 2.0 implementation |
-| | | - Implement authorization URL generation | - Token endpoint integration |
-| | | - Add client ID/secret management | - OAuth 2.0 flow documentation |
-| Week 12 | Security Hardening | - Implement additional encryption layers | - Security audit report |
-| | | - Add robust error handling across all authentication methods | - Updated security documentation |
-| | | - Create secure token transmission mechanisms | - Security hardening test suite |
-| Week 13 | Integration Testing | - Create integration tests for all authentication flows | - Integration testing framework |
-| | | - Simulate various authentication scenarios | - Test coverage report |
-| | | - Fix issues discovered during testing | - Integration test documentation |
-| Week 14 | Performance Optimization | - Analyze authentication performance | - Performance optimization report |
-| | | - Implement caching mechanisms where appropriate | - Updated authentication classes |
-| | | - Optimize token refresh procedures | - Performance test results |
-| Week 15 | Documentation & Project Closure | - Create comprehensive API documentation | - Complete API documentation |
-| | | - Develop usage examples and guides | - Implementation examples |
-| | | - Finalize project and prepare for deployment | - Final project delivery report |
-
-In summary this is an overview of the weekly timelines: <br>
-*Weeks 1-4:* Setup, research, and implementation of simpler authentication methods (Basic Auth, API Key, Bearer Token) <br>
-*Weeks 5-8:* Implementation of more complex authentication systems (JWT, Digest Authentication)
-*Weeks 9-11:* OAuth implementations (both 1.0 and 2.0) <br>
-*Weeks 12-15:* Security hardening, testing, optimization, and documentation
\ No newline at end of file