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Software Engineer with less than a year in full-stack RAG and Next.js applications.
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Software Engineer with hands-on experience building production-grade full-stack applications. Skilled in the MERN stack, Next.js, TypeScript, MongoDB, and cloud-native architectures. Proficient in both frontend and backend development, with strong expertise in database management and API integration. Possesses strong communication skills to collaborate effectively with cross-functional teams and stakeholders. Passionate about building reliable, user-centric software and solving complex real-world problems.
IGNOU (Distance Education)
MCA
January 1, 2024 – January 1, 2026
Brototype, Ernakulam
MERN Stack Development
January 1, 2023 – January 1, 2025
CMS College, Kottayam
BSc Physics · Physics
January 1, 2020 – January 1, 2023
Chiron Labs Co.
Software Engineer
September 1, 2025 – Present
India
RAG Document Assistant
September 1, 2025 – June 1, 2026
Designed and developed a production-grade Retrieval-Augmented Generation (RAG) document assistant using Next.js (App Router), TypeScript, and Tailwind CSS. Built an end-to-end document ingestion pipeline supporting PDF, DOCX, CSV, XLSX, TXT, and HTML files with page-level metadata extraction. Implemented vector-based semantic search using Pinecone with per-user namespace isolation, folder-level filtering, and optimized retrieval strategies. Integrated OpenAI embeddings and GPT-based chat, optimizing prompt construction, chunking, and retrieval to improve response accuracy and reduce hallucinations. Architected a scalable multi-tenant system with multi-chat support, RBAC, secure file storage using Cloudflare R2, analytics-enabled public sharing, and persistent data management in MongoDB.
KPI Dashboard – NABH Audit Incident Management System
September 1, 2025 – June 1, 2026
Developed role-based KPI dashboards using Next.js and Tailwind CSS for PSO, Department Admins, and Users within a NABH-compliant IMS. Built data visualizations and summary views for incident status distribution, risk classification, department-wise trends, and resolution timelines. Integrated dashboards with MongoDB-backed APIs and collaborated with product and backend teams using a detailed Functional Specification Document (FSD) to ensure audit-ready accuracy.
OLX Clone
January 1, 2024 – January 1, 2025
Developed a comprehensive OLX clone with React, featuring seamless product listing, viewing, and management. Integrated Firebase for secure user authentication and media storage. Utilized javascript for real-time dynamic updates, ensuring instant product additions and a smooth user experience.
View ProjectVastufy - Real Estate Website
January 1, 2024 – January 1, 2025
Built a full-stack real estate platform supporting user, vendor, and admin roles. Vendors can list and manage properties with photos, specs, and subscription-based plans. Users can book visits and chat live with vendors via Socket.io. Built an admin dashboard to monitor users, manage vendors, and approve listings. Integrated Stripe for secure, seamless property bookings with multiple payment options.
View ProjectPlan A Plant - Ecommerce Website
January 1, 2024 – January 1, 2025
Developed a scalable e-commerce platform using MVC architecture. Implemented OTP login, role-based access, password recovery with Node Mailer, and user blocking. Integrated Razorpay, wallet, and COD for flexible payments. Implemented product/category management, image cropping, returns/cancellations, and coupon-based promotions. Built a sales reporting module for data-driven insights and growth tracking.
View ProjectUser Management System Using Redux
January 1, 2024 – January 1, 2025
Developed a comprehensive user management system with React.js and Redux Toolkit for efficient state management, featuring distinct user and admin interfaces with CRUD operations. Implemented JWT authentication and role based authorization for secure access control. Powered the backend with Node.js and MongoDB for seamless data storage and API communication. Integrated Cloudinary for personalized profile photo uploads, enhancing the user experience.
View ProjectCultural Fit Analysis
The candidate demonstrates a good cultural fit through a diverse range of projects, including professional and personal initiatives. The projects showcase a willingness to learn and apply various technologies and architectures (e.g., RAG, multi-tenancy, e-commerce, real estate, user management). The pursuit of an MCA degree while also having MERN stack development training indicates a commitment to continuous learning and professional growth. The experience with different types of applications and integrations suggests adaptability and a broad interest in software engineering challenges.
Soft Skills & Operational Fit
The candidate's profile summary mentions strong communication skills and a passion for solving complex real-world problems, which are positive indicators for operational fit and team collaboration. The detailed project descriptions suggest an organized approach to development and an understanding of project requirements, as evidenced by collaboration with product and backend teams using FSDs.