- 🏗️ I design, build and operate production SaaS platforms end to end, solo — schema, backend, frontend, integrations, infra, monitoring.
- 💼 Founder of IFindSpec / Avocățescu (practice-management SaaS), StoryFuze (content creation & multi-channel publishing), Event Creator Hub and WeddingPages.
- 🤖 I build LLM agents that act on real business data — tool calling with RBAC and human-confirmed writes, messaging bots with autonomy levels, speech pipelines — and measure them with evals.
- 🧰 I also run my own agent development infrastructure: router → orchestrator → sub-agents with gates and cost-aware model routing, plus an autonomous healer.
- 🔐 Security-minded by default: prepared statements, CSRF guards, ownership checks, least-privilege keys, self-run IDOR/SQLi audits.
- 📍 Romania · remote · 🗣️ Romanian (native), English (professional)
| Repo | What it shows | Results |
|---|---|---|
| tool-calling-agent | Tool registry with 3-point RBAC, writes as human-confirmed proposals, router with circuit breaker, metering, MCP server | 40 evals × 4 models: 88-98%, RBAC refusal 100% |
| autonomy-levels-agent | WhatsApp-style agent: off / suggest / auto, customer-confirmed writes, server-side identity, dedup and loop guards | Prompt injection resisted 100% on 4 models |
| speech-pipeline-bench | Provider-agnostic STT/TTS, transcript-based video editing, RO/EN benchmark | Whisper vs Scribe vs Gemini vs Google vs OpenAI: WER, cost, latency |
| server-update-agent | Weekly patching agent for my production server: policy decides (7-day soak, follow-up patch, human approval for minors), backup → test → prod with auto-rollback; the LLM only summarises changelogs | Rollback drill 5/5 restored in ~1 s each, 0 HTTP 5xx |
| Project | What it is | Stack |
|---|---|---|
| IFindSpec / Avocățescu | CRM, scheduling, payments, AI assistants, video & social marketing for professionals — dual-branded from one codebase | PHP 8.3 · MariaDB · Node · Stripe · AI |
| StoryFuze | Video editing by transcript, AI creatives, publishing to Meta / TikTok / YouTube / LinkedIn | PHP · Node · ffmpeg · fal.ai |
| Event Creator Hub | Paperless judging, real-time scoreboards, WhatsApp | PHP · MySQL · Stripe |
| WeddingPages | Wedding-site builder + venue partner portal | PHP · Stripe Connect · S3 |
| World Pulse ⭐ open source | Real-time global events map on a zero-dependency D3 globe | Node · D3 · GDELT |
| AI Orchestration | Router, orchestrator & self-healing agent I build with (healer source published) | Node · Claude · DeepSeek |
➡️ Full showcase with architecture notes and screenshots: hirjoabaioan/portfolio
Most of my work lives in private, commercial repositories — the numbers above include private contributions.
- Pragmatic over fashionable — framework-free PHP where it's fastest to ship, Node microservices where they fit (media, PDF, queues).
- Own the whole lifecycle — test env → lint → functional checks → production, with backups and rollbacks; public repos run CI with offline eval replay on every push.
- Observable by default — metrics, logs and alerts (Prometheus, Loki, Grafana → Telegram) on everything I run.
Open to full-time remote roles (EU/CET) and B2B contracts in AI agent engineering · [email protected]


