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Full Stack Engineer with less than a year in React, Node.js, and AI
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
CS graduate with practical experience building full-stack web applications and production-ready back-ends. Shipped end-to-end products using React, Next.js, FastAPI, Node.js, and Docker from designing REST APIs to deploying containerised services with CI/CD pipelines. Comfortable working across frontend and backend, collaborating in team environments, and picking up new tools quickly.
KJSCE Vidyavihar
Master of Technology · Artificial Intelligence and Data Science
August 1, 2025 – June 30, 2027
Vellore Institute of Technology
Bachelor of Technology · Computer Science and Engineering
August 1, 2021 – June 30, 2025
Ethnus
MERN Stack Internship
March 1, 2026 – Present
India
Hospital Management System (HMS)
June 1, 2025 – June 1, 2026
Engineered a secure RESTful API using Spring Boot 3 and Spring Security with custom JWT filters to enforce Role-Based Access Control (RBAC) across patient, clinical staff, and admin dashboards. Integrated a production MySQL database on Clever Cloud, resolving strict connection limits by configuring a throttled HikariCP connection pool size to 3 to ensure zero database starvation. Deployed a responsive React 18 SPA with dark-theme layouts, dynamic appointment booking calendars, and a persistent digital invoicing/ledger checkout flow behind Render (backend) and Vercel (frontend).
Predictive Maintenance ML System
June 1, 2025 – June 1, 2026
Trained a time-series PyTorch LSTM on multivariate sensor time-series data (NASA CMAPSS) to forecast Remaining Useful Life (RUL); benchmarked performance against XGBoost and Random Forest. Served real-time predictions behind a clean FastAPI inference server wrapper, executing the entire lifecycle including data ingestion, validation pipelines, and production deployment.
AgriBot: Full-Stack AI Consultant
June 1, 2025 – June 1, 2026
Built complete product end-to-end: designed a Next.js frontend and a high-performance FastAPI back-end, containerised with Docker, and deployed automated pipelines via GitHub Actions CI/CD. Integrated REST API connections to live weather and market data; used Redis session caching to achieve low-latency response times and extended delivery channels to WhatsApp via Twilio.
AWS Certified Cloud Practitioner certification
AWS
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, including full-stack web applications, AI/ML systems, and a hospital management system, indicates a broad interest in technology and adaptability. The MERN Stack internship and AWS certification show a proactive approach to learning and professional development. The target role of Full Stack Engineer aligns well with the demonstrated skills and project experience.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on end-to-end product development, suggesting good problem-solving and project management skills. The MERN Stack internship implies experience in Agile environments and shipping features within rapid cycles. The detailed project descriptions demonstrate clarity in explaining technical challenges and solutions.