Manoranjan Sahoo

I’m a full-stack software developer focused on building scalable backend systems and AI-driven applications, especially where reliability, performance, and real-world deployment matter. At Shyftlabs, I developed and maintained backend services for production systems, implemented SQL migration tracking using SHA-256 hashing, and designed/optimized APIs to reduce failure points and improve stability—while collaborating with frontend, DevOps, and QA to maintain 99.9% uptime for critical services.

I also enjoy turning complex ideas into working products. In EDUUB, I built an interactive learning platform using Retrieval-Augmented Generation (RAG) with a pipeline from video→audio extraction (FFmpeg)→transcription (Whisper)→embeddings/storage (ChromaDB)→semantic retrieval, plus TTS and fallback LLM APIs (Gemini/Groq). I’ve also delivered full-stack platforms like Apna Rooms (role-based dashboards, automated moderation, secure authentication) and GOCIP (MERN e-commerce with Stripe/COD, JWT security, and webhooks) so I can ship end-to-end systems—not just components.