System Requirements Document (SRD) for venus-ats

1. Introduction

The venus-ats project aims to create a cutting-edge platform that empowers job seekers by providing instant feedback on their resumes' performance with modern Applicant Tracking Systems (ATS). This tool will help users understand how their resumes align with ATS requirements, offering actionable insights to improve their chances of landing interviews. By addressing a critical pain point for job seekers, venus-ats will serve as a valuable resource in the competitive job market.

This document outlines the system requirements for the venus-ats platform, ensuring clarity and alignment with the project's goals.

2. System Overview

The venus-ats platform will allow users to upload their resumes and receive instant feedback on their ATS compatibility. The system will analyze resumes based on key metrics such as keyword matching, formatting, and overall structure. The feedback will include a comprehensive score and actionable suggestions for improvement.

The platform will cater to job seekers in India (IN), considering locale-specific nuances such as preferred resume formats, common industry keywords, and regional hiring practices. The system will be designed to provide a seamless, user-friendly experience, ensuring accessibility for users with varying levels of technical expertise.

3. Functional Requirements

The functional requirements for venus-ats are as follows:

• As a User, I should be able to upload my resume in common formats (e.g., PDF, DOCX).
• As a User, I should receive an instant ATS compatibility score for my uploaded resume.
• As a User, I should get detailed feedback on keyword matching, formatting, and structure.
• As a User, I should be able to view actionable suggestions to improve my resume's ATS score.
• As a User, I should be able to download a report summarizing my resume's performance and improvement suggestions.
• As an Admin, I should be able to manage user accounts and monitor system performance.
• As an Admin, I should be able to update the scoring algorithm to reflect changes in ATS standards.

4. User Personas

4.1 Job Seeker (Primary User)

• Description: Individuals actively seeking employment who want to optimize their resumes for ATS compatibility.
• Goals: Improve their resumes to increase interview opportunities.
• Technical Expertise: Varies from beginner to advanced.

4.2 Admin

• Description: Platform administrators responsible for maintaining the system and ensuring its accuracy.
• Goals: Manage user accounts, monitor system performance, and update scoring algorithms.
• Technical Expertise: Advanced, with knowledge of ATS systems and algorithms.

5. Visuals Colors and Theme

The venus-ats platform will use a professional yet approachable color palette to instill trust and confidence in users. The colors are designed to reflect the platform's focus on career growth and modern technology.

• Background: #F5F7FA (light grayish blue)
• Surface: #FFFFFF (pure white)
• Text: #333333 (dark gray)
• Accent: #0073E6 (vivid blue)
• Muted: #B0BEC5 (soft grayish blue)

This palette ensures readability and a clean, modern aesthetic.

6. Signature Design Concept

The venus-ats homepage will feature an interactive resume dashboard as its centerpiece. Upon landing, users will see a dynamic, animated interface resembling a digital "resume scanner."

Key Features:

• 3D Resume Upload Animation: When users upload their resumes, the file will visually "slide" into a scanner, accompanied by a subtle glow effect.
• Real-Time Scoring Animation: As the system processes the resume, a progress bar will animate with a pulsating gradient effect, culminating in the display of the ATS score.
• Interactive Feedback Cards: Feedback will be presented as clickable cards that "flip" to reveal detailed suggestions when hovered over.
• Career Growth Visuals: The background will feature subtle animations of growing trees and upward-moving arrows, symbolizing career progression.

This bold, interactive design will make the platform memorable and engaging, ensuring users feel empowered and motivated to improve their resumes.

7. Non-Functional Requirements

• Performance: The system should process and score resumes within 5 seconds.
• Scalability: The platform should support up to 10,000 concurrent users.
• Security: User data, including uploaded resumes, must be encrypted and securely stored.
• Accessibility: The platform must comply with WCAG 2.1 Level AA standards.
• Localization: The system should support Indian English and regional nuances.

8. Tech Stack

Frontend

• React for Web

Backend

• Python
• FastAPI

Database

• MySQL (with Alembic for migrations)

AI Models

• GPT 5.4 for user-friendly responses
• Claude 4.6 Opas for academic or coding work

AI Tools

• LangChain
• Litellm for LLM Routing

Orchestration

• Docker
• Kubernetes

9. Assumptions and Constraints

Assumptions

• Users will primarily upload resumes in PDF or DOCX formats.
• The scoring algorithm will be updated periodically to reflect changes in ATS standards.
• The platform will initially target job seekers in India.

Constraints

• The system must process resumes within 5 seconds to ensure a seamless user experience.
• The platform must comply with data protection regulations in India.

10. Glossary

• ATS (Applicant Tracking System): Software used by employers to manage and filter job applications.
• Resume Score: A numerical representation of how well a resume aligns with ATS requirements.
• Keyword Matching: The process of identifying relevant keywords in a resume that match job descriptions.
• Localization: Adapting the platform to meet the cultural and linguistic needs of a specific region.