MockMiya is a state-of-the-art, comprehensive platform designed to revolutionize the way job seekers prepare for their careers. By integrating advanced AI technologies, MockMiya offers a seamless experience from building professional, ATS-optimized resumes to practicing with a realistic AI-driven interview simulator.
In today's competitive job market, a simple resume is often not enough. MockMiya bridges the gap between having a static CV and being fully prepared for a high-stakes interview. It is an AI-powered ecosystem built with Next.js and Google Gemini that provides users with a dynamic resume builder, a job description analyzer, and a real-time voice-interactive interview coach. Whether you are a student lookign for your first job or a seasoned professional aiming for a career shift, MockMiya provides the tools and training necessary to succeed.
What sets MockMiya apart from traditional career tools is its Integrated AI Ecosystem. Unlike standalone resume builders, MockMiya offers a holistic approach:
Unified Workflow: Analyze a job description, tailor your resume using AI suggestions, and immediately practice an interview for that specific role within the same platform.
Voice-Interactive AI Avatar: Experience a lifelike interview with an AI avatar that speaks and listens, providing a more immersive and realistic training environment than text-based bots.
Context-Aware Coaching: The AI doesn't just ask generic questions; it understands your specific resume and the target job role to provide personalized, constructive feedback.
The primary mission of MockMiya is to empower individuals to land their dream jobs by providing them with professional-grade career tools and personalized AI coaching. We aim to democratize access to high-quality career preparation, making it accessible, affordable, and effective for everyone.
Job seekers often face two major hurdles:
Ineffective Resumes: Many candidates struggle to create resumes that pass through Applicant Tracking Systems (ATS) or fail to highlight the skills that recruiters are actually looking for.
Interview Anxiety and Lack of Practice: Most people do not have access to professional mock interviews, leading to poor performance and low confidence during real-world hiring processes.
MockMiya creates a significant impact by:
Increasing Hireability: By tailoring resumes to specific job descriptions using AI, users see a higher rate of interview invitations.
Building Confidence: The realistic interview simulator allows users to practice in a low-stakes environment, significantly reducing anxiety and improving verbal communication.
Saving Time: The automated resume builder and job analyzer drastically reduce the hours spent manually formatting and tweaking documents.
A multi-step, dynamic form that guides users through creating a professional profile.
User Benefit: Easily generate a polished, ATS-optimized resume without worrying about layouts or formatting.
Upload or paste a job description, and the AI compares it against your resume to find gaps.
User Benefit: Know exactly which keywords and skills to add to your resume to match what employers are seeking.
A real-time, voice-based mock interview system featuring an interactive AI avatar.
User Benefit: Practice speaking and answering questions naturally, receiving immediate feedback on your performance and content.
Multiple professional and modern templates designed for various industries.
User Benefit: Switch between different styles instantly and preview changes in real-time, ensuring your resume looks perfect for every application.
Export resumes directly to high-quality PDF and DOCX formats.
User Benefit: Flexibility to share your resume in the specific format requested by employers or recruitment portals.
A personalized space to manage multiple resumes, track interview history, and manage premium subscriptions.
User Benefit: Keep all your career documents and progress organized in one secure, accessible location.
Real-Time Voice Synchronization: One of the main challenges was managing the latency between speech recognition, AI processing, and speech synthesis. This was overcome by implementing a robust state management system and optimizing API calls to the Google Gemini model to ensure the interview feels like a natural conversation.
Complex Document Generation: Converting dynamic React components into pixel-perfect PDF and DOCX files across different browsers was difficult. We overcame this by using a combination of powerful libraries like jspdf, html2canvas, and docx, ensuring high fidelity and cross-platform compatibility.
Scalable State Management: Handling a comprehensive, multi-part resume form required complex state logic. We solved this by using react-hook-form paired with Zod for validation, ensuring a smooth and error-free user experience.
Designing an Empathetic AI Persona: Creating an AI interviewer that feels professional yet encouraging was a challenge. We overcame this through extensive prompt engineering, defining a "persona" for the AI that provides constructive feedback without being overly critical, helping users build confidence.
UX for Complex Workflows: Making the transition from resume building to interview practice intuitive was crucial. We solved this through iterative design, using Framer Motion for smooth transitions and Lottie animations to provide visual feedback and guide the user through the process.
The project leverages a modern and powerful stack to deliver a premium experience:
Frontend: Next.js 15, React 19, Tailwind CSS
Backend: Next.js API Routes, Node.js
Database: MongoDB with Prisma ORM
AI Intelligence: Google Generative AI (Gemini 2.5 Flash)
Authentication: NextAuth.js
Animations: Framer Motion, Lottie React
Payments: Stripe Integration
Styling: Lucide-React, Shadcn UI, Styled-Components
Forms & Validation: React Hook Form, Zod
MockMiya is more than just a resume builder; it is a dedicated partner in your professional journey. By combining the power of artificial intelligence with a user-centric design, it provides an all-in-one solution for modern career preparation. Whether you are refining your presentation or sharpening your interview skills, MockMiya is designed to give you the edge you need to succeed in today's dynamic job market.