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Full Stack Engineer with 1+ years in AI and RAG
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Enthusiastic MERN Stack Developer with a strong focus on Agentic AI and Retrieval-Augmented Generation (RAG). Proficient in building scalable web applications and Agentic AI systems using OpenRouter and Flask. Focused on utilizing RAG architectures to automate workflows with a solid foundation in REST API design and responsive UI/UX.
Sastra Deemed University
Bachelor of Technology · ECE
August 1, 2021 – June 30, 2025
SBIOA Senior Secondary School
Higher Secondary (Class XII)
June 1, 2020 – May 31, 2021
Private Notes Vault
June 1, 2025 – Present
Engineered a secure full-stack web application for personal note management featuring robust user-specific data isolation. Implemented dual-method Authentication (Email/Password & Google OAuth) via Supabase Auth with mandatory email verification. Configured a custom SMTP server for reliable email delivery and enforced data isolation using Supabase Row Level Security (RLS). Deployed a responsive frontend on Netlify utilizing Vite environment-based configurations and clean, modular JavaScript (ES6).
Agentic AI Digital Twin & MERN Portfolio
June 1, 2025 – Present
Developed an autonomous AI representative using the OpenRouter API (Llama 3.1 8B) to simulate a professional persona with autonomous reasoning capabilities. Implemented Retrieval-Augmented Generation (RAG) using a knowledge base to enable context-aware technical responses. Built a robust Flask backend following MVC principles, integrated with the OpenRouter client and managed by Gunicorn. Designed a high-performance frontend using Vite and Framer Motion for fluid 60FPS animations.
Cultural Fit Analysis
The candidate's personal projects demonstrate initiative and a passion for technology, particularly in emerging areas like AI. The diversity of projects (AI digital twin, secure notes vault) shows a broad interest in full-stack development and problem-solving. The target role of 'Full Stack Engineer' aligns well with the skills and project experience. However, the lack of professional experience or team-based projects makes it difficult to fully assess cultural fit in a collaborative work environment. The candidate is still in university, which might indicate a preference for learning-oriented environments.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven individual capable of end-to-end project development. The focus on secure and high-performance applications suggests attention to detail and quality. However, without specific psychometric or English test scores, it's difficult to assess communication, logical reasoning, work attitude, stress handling, or team collaboration directly. The candidate is currently pursuing a Bachelor's degree, which implies a strong learning aptitude but also a potential lack of extensive professional experience in a team setting.