I design, automate, and operate production-grade cloud & AI systems — not demos.
Name : Vibhanshu Kumar Shubham
Role : DevOps & AI Engineer @ Gaincafe Technologies
Focus : Cloud Infrastructure · RAG Systems · Production Ownership
Mindset : "If it breaks at 3 AM — I know why."I don't just build features — I own systems.
From architecture → deployment → monitoring → failure handling.
From PDFs → embeddings → Supabase → FAISS → RAG APIs.
| 🔧 Project | 💡 What It Solves |
|---|---|
| 🧠 PDF Vectorizer for RAG | PDF → embeddings → Supabase + FAISS production pipeline |
| 🤖 FastAPI Color Detection | Real-time WebSocket-based AI inference service |
| 🎙️ MuseTalk Deployment | AI talking avatar setup on Windows production env |
| 🌐 AWS Beanstalk App | Scalable, cost-aware cloud deployment workflow |
| ⚙️ NiFi + Docker | Containerized workflow automation system |
💬 I prefer fewer repos with depth over a graveyard of half-done projects.
🎓 B.Tech – Computer Science & Engineering
Global Institute of Technology, Jaipur (2021–2025)
🎓 Diploma – Instrumentation & Control Engineering
Govt. Polytechnic Bathinda (2017–2021)
Systems > Tools
Reliability > Buzzwords
Ownership > Tutorials
Debugging > Memorization
Most engineers learn how to deploy.
Very few learn how to recover when deployment fails.
That's the gap I focus on.
Principle I work by:
Build systems you can trust when things go wrong.