I will build custom ai agents and automation workflows

E
emreerdin905
E
emreerdin905
Emre E

About this gig

Need an AI agent or LLM automation that actually works in production?


I build custom AI agents and automation workflows in Python: tool/API calling, email and document processing, RAG, multi-step pipelines.


WHAT SETS ME APART

5+ years deploying ML systems (AWS, Azure, Docker). When reliability matters, I pair the LLM with a deterministic finite state machine (FSM): the LLM reasons, the FSM controls the flow. The result is predictable, traceable and safe for real customers. If a simpler setup is enough, I'll tell you honestly.


WHAT I BUILD

  • Tool-calling agents and API integrations
  • Ticket triage and email agents
  • Document processing and data analysis
  • RAG and database-connected agents
  • Multi-agent systems
  • Human-in-the-loop workflows


TECH STACK

Python, LangGraph, LangChain, OpenAI, Gemini, Claude, FastAPI, PostgreSQL, Docker


PROOF OF WORK

Ticket-Mind (FSM ticket triage), HermesReplier (Gmail agent, live demo: emreerdin.com/demos/hermesreplier), CV Review Agent (multi-agent).


Not sure you need an agent? Send me your workflow and I'll suggest the simplest solution.


Message me before ordering so we can define the scope.


Get to know Emre E

Emre E

Data Scientist and AI Engineer

  • FromTurkey
  • Member sinceDec 2022
  • Languages

    English, Turkish
I am a Data Scientist and AI Engineer with 5+ years of experience building ML systems and predictive models for real-world business problems. I specialize in player behavior analytics, monetization modeling, and LLM-powered agentic AI systems, including FSM-based triage agents and automation pipelines.

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