Fullstack Engineer with 3+ years in MERN Stack, AI/GenAI & Cloud
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Assessing your cultural and operational fit
Results-driven Full Stack Developer with 3 years of MERN stack experience and 1+ year of dedicated Al/GenAl engineering practice. Skilled in building production-grade web applications with React.js, Node.js, Next.js, and TypeScript, and designing RAG pipelines using LangChain, LangGraph, Pinecone, and FAISS. Delivered a 35% improvement in frontend render performance through lazy loading, code splitting, and memoisation. Hands-on with Agentic Al workflows, LLM integration (Groq / OpenAl), Docker, and AWS (EC2, S3, Lambda, IAM). Immediate joiner seeking Full Stack, Node.js, React.js, or Al/GenAl Engineer roles.
University of Lucknow
Bachelor of Computer Applications (BCA) · Computer Applications
August 1, 2018 – July 1, 2021
Prism Infoways Pvt. Ltd
Full Stack Developer
November 1, 2024 – December 1, 2025
Gurgaon, Haryana, India
SheerBulls India Pvt. Ltd
Full Stack Web Developer
May 1, 2023 – October 1, 2024
Gurgaon, Haryana, India
MediBot - AI Medical Assistant Chatbot (RAG Pipeline + Agentic AI)
March 1, 2026 – Present
• Engineered a FastAPI-based medical chatbot with a full RAG pipeline using LangChain, LangGraph, Pinecone vector database, and Groq's LLAMA 3.3 70B model. • Designed a LangGraph agentic workflow to orchestrate retrieval, context ranking, and response generation steps autonomously. • Implemented semantic document ingestion into Pinecone via text chunking and embedding strategies for accurate semantic search. • Integrated PostgreSQL for conversation history persistence and user session management. • Resolved critical namespace mismatch bugs in retrieval pipeline, ensuring accurate context injection into LLM prompts.
MERN Real-Time Chat Application
January 1, 2026 – February 1, 2026
• Built a real-time chat application with Socket.io supporting one-to-one messaging and online/offline user status tracking. • Implemented secure authentication with JWT, protected routes, and bcrypt password hashing. • Designed a fully responsive UI with React.js and Tailwind CSS, optimised for desktop and mobile.
Praans Consultech – Labour Law Website (praansconsultech.com)
September 1, 2024 – November 1, 2024
• Developed production website using Next.js, TypeScript, and ShadCN UI with SSR, code splitting, and lazy loading for SEO performance. • Integrated RESTful APIs for contact forms, inquiries, and dynamic content management.
Cultural Fit Analysis
The candidate's project diversity, ranging from traditional MERN stack applications to advanced AI chatbots, indicates a strong willingness to learn and adapt to new technologies, which is a positive cultural fit for innovative environments. The experience across different companies and personal projects demonstrates initiative and a broad skill set. The target role of Fullstack Engineer aligns well with their demonstrated experience in both frontend and backend development, as well as their emerging expertise in AI/GenAI, suggesting a versatile and growth-oriented mindset.
Soft Skills & Operational Fit
The candidate's resume indicates a results-driven approach, evidenced by quantifiable achievements like a 35% improvement in frontend render time. Their project descriptions suggest an ability to work autonomously on complex systems (e.g., MediBot's agentic workflow) and a focus on problem-solving (e.g., resolving namespace mismatch bugs). The experience in team collaboration workflows with Git/GitHub also points to good operational fit.