About Me

Rusu George

I started as a chef. Became a programmer. Spent four years shipping enterprise RPA in production at a global corporation. Learned to break systems. Now I build and ship production agentic AI at stock.link — autonomous systems running in real manufacturer operations.

The rare part isn't any single skill — it's the combination in one person: deep enterprise operations and RPA experience, production agentic engineering, voice AI, and a security mindset. That's what makes the agents I build survive in real operations.

// career_trajectory

From Infrastructure to Intelligence

June 8, 2026 — Present Current

AI Integration Engineer — stock.link ↗

stock.link is the operational layer for manufacturers — handling marketing, sales, logistics, and raw-material replenishment through a single API. I design and implement AI agent workflows that automate end-to-end manufacturer operations: agentic pipelines for predictive material replenishment, LLM-powered decision layers in logistics and sales, and Human-in-the-Loop approval systems for critical operational decisions.

May 2022 — June 2026 Completed

RPA Developer — ATOS

Four years building and maintaining enterprise-grade automation at a global technology corporation. Reduced manual workloads by 85% and cut operational costs by up to 80% through process automation. This is the enterprise operations depth — reliability, integration, and the language of operations leaders — that lets the agents I build today survive in real production, not just demos.

2026 Shipped

Production AI Systems Shipped

Four production AI systems shipped in 2026: the Agentic AI Playground, the AI On-Call voice agent, a Production RAG Service with hybrid search and reranking, and the Agent Orchestrator multi-agent system.

2025 — 2026 Top 3% TryHackMe

Security & Networking — Self-Study

3 months of intensive hands-on learning on TryHackMe — networking fundamentals, Linux administration, and security concepts. Reached top 3% on the platform. Documented every lab in Notion. Built the logical precision that directly complements automation engineering.

2021 — 2022

C++ Systems & Game Engineering

Studied under WellCode mentors (ex-Facebook, Google, Palantir). Built 200+ algorithmic problems, OOP architecture, and multiple C++ systems from scratch including full Unreal Engine 5 game prototypes.

Before Tech

Operations & Team Management

8 years leading teams in high-pressure, high-output environments. Developed the operational discipline, communication precision, and problem-solving instincts that underpin all technical work.

// skill_set

Technical Skills

Agentic AI

LangGraph LangChain FastAPI Groq API OpenAI API RAG HITL

Data & Infra

Qdrant ChromaDB Redis Docker n8n UiPath

Integrations

Telegram Bot API Gmail API Google Calendar Twilio Langfuse

// education

Study & Training

WellCode — Programming Mentorship

Ex-Facebook, Google & Palantir instructors · 8+ years experience

C++ foundations, 200+ algorithmic problems, OOP architecture, code quality standards, and project design. Built the engineering mindset and problem-solving discipline applied across all technical work since.

TryHackMe — Hands-On Labs

2025 — 2026 · Completed

Reached top 3% on the platform in just 3 months — networking, web exploitation, and privilege escalation rooms, all documented in Notion.

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