Amrita Kadam

I’m a Back End Developer Intern who builds scalable RESTful services and turns AI research into practical systems. In my internship, I architected and deployed high-throughput APIs with Node.js and Express.js, and I improved database performance and security by redesigning MongoDB schemas with indexing.

I also build agentic AI products, including a multi-agent AI Career Advisor that combines LangGraph workflows with Groq LLMs for job-market analysis, resume optimization, and skill-gap detection. I designed an end-to-end RAG pipeline using ChromaDB and embeddings to deliver role-specific recommendations while reducing hallucinations.

Beyond models, I focus on production-ready MLOps patterns—building a FastAPI ML pipeline with MLflow experiment tracking, model registry, and a REST endpoint that achieved 97.5% test accuracy. I’m motivated by roles where I can ship reliable backend + AI systems, iterate quickly, and collaborate with teams that value autonomy and real-world impact.