project-8315dc33 System Requirements Document

Introduction

The purpose of this document is to outline the system requirements for "project-8315dc33," an AI-powered intelligent job application assistant. This platform aims to automate and personalize the job application process for candidates, making it more efficient and effective.

System Overview

The project-8315dc33 platform is designed to assist job seekers by automating the application process. It leverages AI to extract job requirements from various sources and tailors resumes and cover letters to align with specific job opportunities. This system aims to reduce the time and effort candidates spend on applications and improve their chances of securing interviews.

Functional Requirements as Story Points

• As a Job Seeker, I should be able to create a master profile with my education, experience, projects, certifications, skills, and career preferences.
• As a Job Seeker, I should be able to select a job opportunity and have the system automatically tailor my resume and cover letter to match the job requirements.
• As a Job Seeker, I should be able to receive personalized job recommendations based on my master profile.
• As a Job Seeker, I should be able to track the status of my job applications within the platform.
• As a Job Seeker, I should be able to receive notifications about new job opportunities that match my profile.
• As a System, I should be able to discover and extract relevant information from company career pages and job descriptions.
• As a System, I should be able to understand the required skills, responsibilities, qualifications, and expectations for each role.
• As a System, I should be able to ensure that all tailored resumes and cover letters remain truthful and factually accurate.

User Personas

• Job Seeker: Individuals actively looking for job opportunities and seeking to streamline their application process.
• System Administrator: Responsible for maintaining the platform, ensuring its functionality, and updating AI models as needed.

Core User Flows

1. Job Seeker Profile Setup:

   • Job Seeker creates a master profile -> Inputs education, experience, projects, certifications, skills, and career preferences -> Profile is saved.

2. Job Application Process:

   • Job Seeker selects a job opportunity -> System extracts job requirements -> System tailors resume and cover letter -> Job Seeker reviews and submits application.

3. Job Recommendations and Notifications:

   • System analyzes Job Seeker's profile -> Matches with available job opportunities -> Sends notifications to Job Seeker about relevant jobs.

Visuals Colors and Theme

• primary: #1E3A8A (Deep Blue)
• primary_light: #3B82F6 (Light Blue)
• secondary: #F97316 (Orange)
• accent: #10B981 (Green)
• highlight: #F59E0B (Amber)
• bg: #F3F4F6 (Light Gray)
• surface: rgba(255, 255, 255, 0.8) (White)
• text: #111827 (Dark Gray)
• text_muted: #6B7280 (Muted Gray)
• border: rgba(209, 213, 219, 0.2) (Light Gray)

Signature Design Concept

The homepage of project-8315dc33 will feature an interactive "Career Pathway" animation. As users scroll, they will see a dynamic pathway that represents their career journey. Each milestone on the path will represent a different stage of the job application process, such as profile creation, job discovery, and application submission. Users can click on each milestone to view more details and interact with the content. The pathway will be animated using motion/react to create a smooth and engaging experience, with elements that expand and contract as users interact with them.

LANDING HERO MOTION BRIEF

The landing hero will depict a "Job Seeker's Journey" where a central character (the job seeker) moves through various stages of the application process. The animation will show the character gathering documents (resumes, cover letters) and interacting with job portals. The journey will culminate in the character receiving a job offer. This 2D animation will be created using motion/react, with a continuous loop that highlights the transformation from job seeker to successful candidate. The animation will be responsive and include interactive elements such as clickable icons and hover effects.

Interaction Model & Motion Direction

• Intended Interaction Model: Animated
  • The landing page will feature moderate scroll-triggered reveals and hover transitions. Interactive elements will have spring physics to enhance user engagement.
• Internal Pages: Static
  • Focus on layout clarity with minimal motion to ensure ease of use for dashboards and settings.

Non-Functional Requirements

• The system must ensure data privacy and secure access control for all user information.
• The platform should be scalable to accommodate a growing number of users and job postings.
• The system should provide high availability and reliability to ensure uninterrupted service.

Tech Stack

• Frontend: React for Web
• Backend: Python with FastAPI
• Database: MySQL or MariaDB, using Alembic for migrations
• AI Models: GPT 5.4 for user-friendly responses
• AI Tools: Litellm for LLM Routing, Langchain
• Local Orchestration: Docker, docker-compose
• Server-Side Orchestration: Kubernetes

Assumptions and Constraints

• The system assumes users have access to the internet and a modern web browser.
• The platform will initially support English language only.
• The system is constrained by the need to comply with data protection regulations.

Glossary

• AI: Artificial Intelligence
• LLM: Large Language Model
• RDBMS: Relational Database Management System
• FastAPI: A modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
• Docker: A platform used to develop, ship, and run applications inside containers.
• Kubernetes: An open-source system for automating the deployment, scaling, and management of containerized applications.