Abhishek Roka
Abhishek Roka

Building the Resume Management Module in My Django Placement Portal

Today, I implemented the initial version of the Resume Management module in my Placement Portal.

At this stage, the functionality is fairly basic.

Students can work with their resumes through:

The feature works, but as soon as I started building the first version, several questions around security, user experience, and architecture started appearing.

That's something I've noticed repeatedly while building this Placement Portal.

The first implementation rarely represents the final design.

It gives me something functional to work with, and then real requirements and edge cases start revealing what needs to change.

Reusing Patterns From Existing Modules

The Resume module follows the same general structure I've already established for other parts of the Placement Portal.

The Job module has listing and detail views.

The Application module follows a similar pattern.

So instead of designing the Resume interface completely from scratch, I reused the frontend components and patterns that already exist in the project.

This gives me:

This is one of the advantages of establishing reusable patterns early in a project.

When another module arrives, I'm not starting from zero.

Security Comes First

The Resume module also reminded me that resumes aren't ordinary files.

They can contain a significant amount of personal information.

For example:

That makes authorization particularly important.

Authentication tells me that a user is logged in.

Authorization determines whether that user is actually allowed to access a particular resume.

Those are two different concerns.

Don't Expose Raw File URLs Unnecessarily

One improvement I'm considering is how uploaded resume files are accessed.

Students shouldn't unnecessarily receive or depend directly on raw backend file URLs.

Instead, the application should provide a controlled way of accessing resume files.

This also gives me more flexibility if the underlying file-storage mechanism changes later.

The frontend shouldn't have to care whether a resume is eventually stored in a local filesystem, object storage, or another storage solution.

It should simply request the resume through the application's intended access mechanism.

Authorization and Resume Ownership

Another important requirement is ownership validation.

A student should be able to access their own resumes.

They should not be able to access another student's resumes simply by changing an identifier in an API request.

That means resume-related endpoints need appropriate authorization checks.

Conceptually:

Authenticated User
       ↓
Request Resume
       ↓
Check Ownership
       ↓
┌──────┴──────┐
│             │
Allowed      Denied
│             │
▼             ▼
Resume       Error

This is particularly important for a Placement Portal because resumes may contain information that students expect to remain private unless intentionally shared through an application.

Improving the Resume Detail Page

The first version of the Resume Detail page also showed some metadata that wasn't particularly useful from a student's perspective.

For example, information such as:

These fields may be useful internally, but that doesn't mean they need to be displayed prominently to the user.

One small UX improvement I'm considering is replacing a technical label such as:

Created At

with something more meaningful to a student:

Uploaded At

The distinction may seem minor.

But user interfaces should speak the user's language rather than exposing database terminology.

Sometimes the best UI improvement is simply removing information that doesn't help the user.

Connecting the Resume Parser

The Resume Management module is also connected conceptually to the resume parser I worked on earlier.

The parser extracts text from uploaded PDF resumes.

But extracting text is only the first step.

Students should also be able to review what the parser produced.

If parsed content is available, the Resume Detail page can display that content inside a rich text editor.

The student can then:

This creates a much better workflow than assuming the parser will always be perfect.

Let the Student Have the Final Say

Resume parsing is inherently difficult because resumes don't follow one universal structure.

A parser can extract text.

But extraction doesn't guarantee perfect interpretation.

That's why I prefer an assisted approach.

The system does the repetitive work.

The student verifies the result.

The student remains responsible for the final content.

Conceptually:

Upload Resume
      ↓
Extract Text
      ↓
Show Parsed Content
      ↓
Student Reviews
      ↓
Student Edits
      ↓
Final Resume Content

The parser isn't replacing the student.

It's reducing the amount of manual work required from them.

Improving the Upload Experience

The upload flow is another area that still needs additional work.

The eventual experience should make it clear to students:

Some of the improvements I'm planning include:

The number of resumes can also be configured according to institutional requirements.

This is important because different universities may have different policies.

Resume Management Actions

The Resume module also needs to provide students with meaningful control over their resumes.

The intended set of actions includes:

There is an important word in that last point:

when appropriate.

Deleting a resume shouldn't compromise an application that has already been submitted.

That's why the resume management system needs to work together with the application snapshot architecture I designed earlier.

The current resume can change.

But historical applications need to remain intact.

Reusable Components Make New Modules Easier

Another part of this implementation that I'm particularly happy with is component reuse.

The Placement Portal now has several modules that follow similar UI patterns:

Job
 ├── Listing
 └── Detail

Application
 ├── Listing
 └── Detail

Resume
 ├── Listing
 └── Detail

Instead of creating completely different interfaces for each module, I can reuse established components and design patterns.

This creates a consistent design language throughout the application.

It also makes future development faster.

Once the structure is established, creating another listing or detail page becomes much less expensive.

The Feature Is Working. The Architecture Is Still Evolving.

It's important to distinguish between what exists today and what I'm still improving.

The initial Resume Listing and Detail pages are implemented.

Other parts of the experience are still evolving.

That includes improvements around:

This is another reason I like documenting the project while building it.

The implementation isn't a single event.

It's an iterative process.

A feature starts working, real-world scenarios expose weaknesses, and the architecture evolves.

Final Thoughts

Today's implementation wasn't about building a flashy feature.

It was about establishing the foundation of the Resume Management module.

The first version gave me the basic listing and detail experience.

But building it also exposed several deeper requirements:

That's what I enjoy about building this Placement Portal.

A feature rarely stays just a feature.

Once I start implementing it, the edge cases begin revealing the architecture underneath it.

Good software isn't just about making a feature work. It's about giving that feature enough structure to grow with the product.

— Abhishek Roka