Hey, it's Manish
LLM Engineer — Generative AI Apps & Python Backends.
Summary
- 🤖LLM Engineer — AI assistants, RAG & agentic workflows
- 🎓B.Tech CS @ Trident Academy of Technology
- 💻Prev Full Stack @ Coldrecs (Java, Spring, React, AWS)
- 🚀Building Adtext — contextual ads for AI chat
- 📍Bhubaneswar, Odisha, India
- ☁️FastAPI · OpenAI APIs · AWS · Docker

Projects
A
AdtextIn Progress
Contextual ad infrastructure for AI chat — detects conversation intent and surfaces relevant offers natively.
D
AI-powered finance dashboard with auth, real-time budgeting, and intelligent insights in one platform.
R
Evaluation pipelines over 5+ retrieval strategies — +28% retrieval quality, analysis from 4h to 15min.