| user: | princek |
| created: | September 15, 2023 |
| karma: | 1 |
| about: | Engineer and architect who builds and ships production AI agent systems - multi-turn reasoning, RAG, tool orchestration, and full-stack integrations - with a strong security and reliability lens. As team lead, built production agentic platform (FastAPI, React, LlamaIndex, sandboxed code execution) and IntentFrame (open-source agentic security runtime with policy enforcement, PyPI). 8+ years delivering Python services, Linux production workflows, and client-facing AI platforms (Arc.dev/Codementor, 93+ reviews). IIT BHU (B.Tech) and Google Summer of Code(GSOC) alum. Combines hands-on agent engineering with adversarial testing and clear technical reporting for engineering and product teams. Core Competencies * AI Agent Engineering & Production Systems - Multi-turn agents · tool orchestration & dynamic tool registry · RAG (LlamaIndex, vector search) · planning loops · streaming execution · agent-agnostic integrations (LangChain, AutoGen, OpenAI Agents SDK, MCP) · FastAPI · React/TypeScript · Docker · AWS · production debugging · PyPI packaging * LLM Applications & Full-Stack Delivery - Python services · API design & third-party integrations · auth/session flows · multi-tenant backends · mobile & web (React Native, Flutter, Android) · real-time systems · Linux environments · automation & test scripting * AI Security & Reliability - Policy enforcement · action validation · prompt-injection defense · agent tool misuse testing · red-team scenarios · pre-launch security reviews · fail-closed runtime design * ML, Research & Deep Systems - Adversarial ML · TensorFlow · reverse engineering · Java/Kotlin · bytecode & reflection analysis · attack-surface mapping · root-cause analysis · structured remediation reporting GitHub: https://github.com/maniotrix IntentFrame: https://github.com/intentframe/intentframe Portfolio: https://prince-ai-architect.vercel.app/ Contact Info: prince.mst13@iitbhu.ac.in |