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rjarman/README.md

wakatime

Hi there! I'm Rafsun Jany Arman πŸ‘‹

Typing SVG

πŸš€ About Me

I ship production agentic AI systems β€” on-prem stacks, multi-agent orchestration, RAG pipelines, MCP servers, with real latency and observability budgets.

  • πŸ”­ Currently Senior Software Engineer at SELISE Group, architecting on-premise Enterprise GenAI ecosystems.
  • 🧠 I specialize in LangGraph, RAG (Qdrant + LangChain), multi-agent systems, and MCP for tool-using agents.
  • 🎯 Three years shipping LLM systems where hosted APIs weren't an option. ~15% inference-latency wins. Sub-3s streaming for 30k+ users. Multi-million-msg/day IoT middleware.
  • πŸ“š Two published papers in computer vision (saliency-based fish classification at 100% accuracy; Parkinson's classification at 96.67%).
  • ✍️ Writing the engineering posts I wish existed β€” debunking pieces, architecture teardowns, field notes from production.
  • 🌍 Portfolio: rafsunjanyarman.com
  • πŸ’Ό Open to senior / staff Agentic AI roles Β· Remote-friendly Β· EU / US / CH time zones.

πŸ›  Stack at a Glance

python logo typescript logo fastapi logo java logo spring logo react logo flutter logo redis logo postgresql logo docker logo rabbitmq logo

  • Agentic AI: LangGraph, LangChain, CrewAI, MCP (Model Context Protocol), Multi-Agent Systems
  • RAG & Vector: Qdrant, hybrid search, chunking strategies, retrieval eval
  • Real-time & Async: FastAPI, WebSockets, SignalR, Redis-based distributed cancellation
  • Voice AI: LiveKit, Whisper, STT/TTS pipelines
  • IoT: Spring Boot, ThingsBoard, MQTT, RabbitMQ, TimescaleDB
  • Mobile / Web: Flutter (BLoC, Riverpod), React (Zustand)

✍️ Recent Writing


πŸ“Š GitHub Stats


🀝 Connect with Me

LinkedIn  Medium  X / Twitter  daily.dev  Kaggle  ResearchGate  Google Scholar  Email


"Three years shipping production agentic AI. Now writing the war stories the tutorials don't cover."

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  1. livekit-voice-agent livekit-voice-agent Public

    Self-hosted voice/video AI stack with LangGraph + LiveKit + Whisper. Production-ready agentic voice pipeline.

    Python 1

  2. CrewsBoard/canvas CrewsBoard/canvas Public

    Modern modular interface for orchestrating AI agents. Value-based flow management, FastAPI + React + CrewAI.

    Python 6 1

  3. adaptive-marketing-ai adaptive-marketing-ai Public

    An intelligent marketing AI engine that connects to multiple platforms to generate targeted campaign strategies and provide natural language insights across customer touchpoints.

    Python 1

  4. simple-ai-brand-mention-tracker simple-ai-brand-mention-tracker Public

    A backend service that analyzes how a brand appears in AI-generated responses.

    TypeScript

  5. searxng-langchain-demo searxng-langchain-demo Public

    A comprehensive demo showcasing how to integrate SearxNG with LangChain in a production-ready environment. This demo includes Docker containerization, Nginx reverse proxy, and basix security config…

    Python 1