System Requirements Document (SRD) for Bronze-Apps

1. Introduction

The purpose of this document is to outline the system requirements for Bronze-Apps, an AI-powered interview assistance platform tailored for students, job seekers, and professionals. The application aims to provide personalized mock interviews, real-time feedback, and industry-specific tips to help users prepare for interviews with confidence and precision.

This document has been prepared for ajnalkar ismail sab to ensure the development of a robust and user-centric platform that meets the needs of its target audience in the United States and beyond.

2. System Overview

Bronze-Apps is an AI-driven application designed to simulate interview scenarios, provide constructive feedback, and offer tailored guidance for users preparing for interviews. The system will leverage advanced AI models to analyze user responses, assess communication skills, and provide actionable insights. The platform will cater to three primary user personas: students, job seekers, and professionals, ensuring a customized experience for each group.

The application will be accessible via both web and mobile platforms, ensuring maximum reach and usability. It will incorporate cutting-edge AI technologies, including natural language processing (NLP) and machine learning (ML), to deliver a seamless and intuitive user experience.

3. Functional Requirements

• As a Student, I should be able to practice mock interviews tailored to entry-level positions.
• As a Job Seeker, I should be able to receive real-time feedback on my interview responses.
• As a Professional, I should be able to access industry-specific interview tips and advanced mock interview scenarios.
• As a User, I should be able to track my progress over time through a dashboard.
• As a User, I should be able to receive AI-generated suggestions to improve my answers.
• As a User, I should be able to select the type of interview (e.g., technical, behavioral, case study).
• As a User, I should be able to choose the industry or role I am preparing for.
• As a User, I should be able to access a library of common interview questions and answers.
• As an Admin, I should be able to manage user accounts and monitor platform usage.
• As an Admin, I should be able to update the library of interview questions and tips.

4. User Personas

4.1 Students

• Description: College or university students preparing for internships or entry-level jobs.
• Needs: Basic interview practice, confidence-building tools, and general feedback on communication skills.

4.2 Job Seekers

• Description: Individuals actively seeking employment across various industries.
• Needs: Real-time feedback, industry-specific tips, and mock interviews tailored to their desired roles.

4.3 Professionals

• Description: Experienced individuals preparing for advanced roles or career transitions.
• Needs: Advanced mock interview scenarios, role-specific guidance, and detailed feedback on performance.

4.4 Admins

• Description: Platform administrators responsible for managing users and content.
• Needs: Tools to manage user accounts, update content, and monitor platform performance.

5. Visuals Colors and Theme

Color Palette

The color palette for Bronze-Apps is designed to evoke professionalism, trust, and confidence while maintaining a modern and approachable aesthetic.

• Background: #F5F7FA (Light Mist Gray)
• Surface: #FFFFFF (Pure White)
• Text: #2E3A59 (Deep Navy Blue)
• Accent: #FF6F61 (Coral Red)
• Muted: #A3A9B8 (Soft Slate Gray)

6. Signature Design Concept

The Bronze-Apps homepage will feature an interactive AI interview room. Upon landing on the page, users will see a 3D-rendered virtual interview room with a sleek, modern design. The room will include:

• A virtual interviewer avatar seated across a desk, animated to greet users with a friendly wave.
• A dynamic background that changes based on the selected user persona (e.g., a classroom for students, an office for job seekers, a corporate boardroom for professionals).
• Interactive elements such as clickable objects on the desk (e.g., a notepad for tips, a microphone for starting a mock interview).
• Subtle micro-interactions, such as the avatar nodding or gesturing as users navigate the page.
• Smooth transitions between sections, with content appearing as if it’s being "typed" in real-time, mimicking the feel of a live conversation.

This immersive design will immediately engage users and set the tone for the innovative and personalized experience they can expect from the platform.

7. Non-Functional Requirements

• The system must support at least 10,000 concurrent users.
• The application must load within 3 seconds on both web and mobile platforms.
• The platform must comply with accessibility standards (WCAG 2.1).
• Data storage and processing must adhere to GDPR and CCPA regulations.
• The system must ensure 99.9% uptime reliability.

8. Tech Stack

Frontend

• React for Web
• React Native for Mobile App

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
• Gemini 3.1 Pro for friendly responses
• Google Nano Banana for image generation

AI Tools

• Litellm for LLM Routing
• Langchain

Orchestration

• Docker and docker-compose for local orchestration
• Kubernetes for server-side orchestration

9. Assumptions and Constraints

• The application will initially target users in the United States, with English as the primary language.
• Users will require an internet connection to access the platform.
• The system will prioritize mobile responsiveness to cater to users on the go.
• The platform will be scalable to accommodate future expansions, including additional languages and regions.

10. Glossary

• AI (Artificial Intelligence): The simulation of human intelligence in machines programmed to think and learn.
• NLP (Natural Language Processing): A branch of AI that helps computers understand, interpret, and respond to human language.
• Mock Interview: A simulated interview designed to prepare users for real-life interview scenarios.
• WCAG (Web Content Accessibility Guidelines): Guidelines for making web content accessible to people with disabilities.
• GDPR (General Data Protection Regulation): A regulation in EU law on data protection and privacy.
• CCPA (California Consumer Privacy Act): A state-level privacy law in California.