01Working prototype
AI On-Call
A voice agent that phones the customer when a support ticket opens, verifies identity, collects a note and an ETA, and writes it back to the ticket.
TwilioLangGraphn8n
AI & Automation Engineer / Founder, FLOWENTIC / B2B
Agents that show up on Monday.
run · on-call agent · example
ticket opened · route
okcall customer · verify code
okcollect note + ETA
okwrite back to ticket
needs approvaltraced · retried 0human in the loop
300+production workflows maintained with my team at Atos
4countries served: India, Germany, Poland, US
−85%manual workload on automated processes
4open-source AI systems with demos
01 / Systems
Watch it work.
Four AI systems, each with a recorded demo and public code. Personal work, built to production standards; not client deployments.
02Open source
RAG service, with tests
Hybrid dense and sparse search, reranking, async ingestion with a dead-letter queue, streaming answers, per-namespace access control.
FastAPIQdrantRedisLangfuse
03Live
The assistant on this site
An orchestrator routes each visitor request to a specialist agent: answers about my work, sends the CV, books a meeting. Every routing decision streams live.
LangGraphGroqSSE
04Open source
Agentic AI Playground
My working lab for agent patterns, with full tracing. Where ideas get tested before they are allowed near a real process.
LangGraphQdrantLangfuse
05 · queued
To be continued
The next system lands here. I publish when it runs, not when it is announced.
Follow the build
02 / Track record
Chef first. Engineer since.
I ran kitchens and teams before I wrote code. That is why I care more about what happens at 7 pm on a Friday than about the architecture diagram.
- Aug 2026 — nowFounder, FLOWENTICOne operational workflow, delivered end to end, handed over to production.
- Jun — Aug 2026AI Integration EngineerB2B operations platform for manufacturers. Agent pipelines, LLM decision layers and human-in-the-loop approvals inside live operations.
- Apr — Jun 2026AI Engineer, AtosMoved from RPA to agent workflows, RAG and data processing, carrying enterprise standards into agent design.
- 2022 — 2026RPA Developer, AtosThe team built 300+ production workflows for teams in India, Germany, Poland and the US: on-call, ticket triage, spreadsheet processing, reusable templates. I maintained them and coordinated the maintenance team. Up to 85% of manual workload removed; up to 80% time and cost saved.
- Mar 2026AI Engineer for DevelopersDataCamp certification.
- 2025 — 2026Security, self-taughtTop 3% on TryHackMe in three months. It shapes how I handle agent permissions, secrets and failure modes.
- 2021 — 2022C++ and game systems200+ algorithm problems, Unreal Engine 5 prototypes.
- 2012 — 2020Chef and team coordinatorTeams of up to 20 people, 100 to 300 covers a day, in Germany and Romania.
03 / Method
Three rules.
R1
Designed for the bad day
The happy path is the easy part. I design for the dropped network, the wrong input and the retry that arrives twice.
R2
A human approves what matters
Where money, customers or safety are involved, a person decides. Every decision leaves a trace.
R3
Tests and traces, not demos
If it cannot be tested, monitored and restored from backup, it is not finished.
04 / Archive
The foundation.
What I built before agents. Older, but it is where the discipline comes from.
Attack and defense lab
Red team attacks, blue team defenses, Linux hardening.
Unleashed Power
Action RPG prototype, C++ from scratch.
Save Your Soul
Puzzle-exploration game with physics-based interaction.
05 / Work with me
Two ways to work with me.
Open to AI Engineer roles and a few B2B engagements.
01 · ON YOUR TEAM
B2B contract
An engineer embedded in your team for a defined period: agents, automation, integrations. I take a limited number of engagements, contracted and invoiced through FLOWENTIC S.R.L.
george@flowentic.com
02 · BUILT FOR YOU
One workflow, delivered
You have an operation that gets stuck between systems. FLOWENTIC scopes it, builds it end to end and hands it over running.
Go to flowentic.com ↗