Headline

AI Engineer & Full Stack Developer | Building Production AI Systems with LLMs, RAG & AI Agents | React • Node.js • TypeScript • Python | AWS • Azure • Kubernetes

About

I'm a Full Stack Engineer with hands-on experience building production software across AI, cloud, backend, and modern web technologies. Over the past two years I've shipped end-to-end products using React, Next.js, Node.js, TypeScript, Python, PostgreSQL, MongoDB, Redis, Docker, Kubernetes, AWS, and Azure. At Medicodio, I built production Model Context Protocol (MCP) servers that enabled AI agents to send emails, manage persistent memory, process documents, and automate workflows. I engineered real-time notification systems, Redis cache synchronization, production web crawlers, and CI/CD pipelines deployed across Azure and AWS. Outside work, I enjoy solving challenging AI infrastructure problems. I've built conversational analytics platforms using RAG, Generative SQL, Pinecone, and LLMs, autonomous browser agents, vector synchronization engines, and cloud-native applications deployed with Docker and Kubernetes. My interests include: • Full Stack Engineering • AI Engineering • Generative AI • LLM Applications • AI Agents & MCP • RAG Systems • Backend Architecture • Cloud Engineering • DevOps & Platform Engineering • Distributed Systems Core Technologies: TypeScript • JavaScript • Python • Golang • React • Next.js • Node.js • Express • PostgreSQL • MongoDB • Redis • Pinecone • OpenAI • Gemini • Groq • LangChain • Docker • Kubernetes • AWS • Azure • GitHub Actions • Jenkins I'm currently looking for Software Engineer, Full Stack Engineer, AI Engineer, GenAI Engineer, Cloud Engineer, Platform Engineer, and AI Infrastructure roles where I can build scalable products that solve real-world problems.

Location

Bengaluru

AI stack

claude

cursor

gemini

hugging face

langchain

langfuse

langgraph

mcp

n8n

ollama

openai

railway

Work experience

Software Engineer Intern at MediCodio Inc., Aug 2025 - Mar 2026 · 8 mos, Bengaluru, Built production Model Context Protocol (MCP) servers enabling AI agents to automate email, document processing, and persistent memory, reducing manual operations by ~3 hours/day. Engineered a real-time Server-Sent Events (SSE) notification platform supporting concurrent multi-user workflows. Designed a Redis write-through cache synchronization layer eliminating stale UI state across active sessions. Built a production-grade Puppeteer crawler with Azure Blob Storage integration and resilient retry logic. Automated deployments using GitHub Actions, Jenkins, Docker, AWS, and Azure across Development, UAT, and Production environments.

AI Engineer at Help way trust, Remote, I am building tools and websites for the institute.

Full Stack Engineer at Minervaa Group - Minervaa Eduventures Pvt. Ltd, Jun 2024 - Nov 2024 · 6 mos, Mysore, • Led frontend development for user-facing modules using Next.js, creating responsive and high-performance UIs. • Integrated RESTful APIs, managing complex client-side data flows for seamless frontend-backend communication. • Collaborated with design and product teams to translate business requirements into scalable UI/UX solutions.

Tech Core Member at GDSC NIE, Aug 2023 - Aug 2024 · 1 yr 1 mo, Mysore, Karnataka, India

Education

Bachelor of Engineering - BE, Information Science and Engineering, The National Institute Of Engineering, Mysore

Intermediate, PCM with Computer Science, St. Xavier's High School, Patna

Public links

github: https://github.com/abhideepkumar