Senior AI Architect | Full-Stack SaaS Engineer | Industrial Data Engineer
I bridge the gap between industrial process rigor (Six Sigma, ISO 9001) and State-of-the-Art probabilistic AI. I build autonomous, agentic systems that structure operational chaos, allowing founders to scale without hallucination or manual overhead. My specialty is deploying hyper-secure, $0 CapEx architectures optimized for extreme hardware constraints.
- AI & Orchestration: Python 3.12, Mixture of Experts (MoE), GraphRAG, llama.cpp (Edge AI), Gemini 3.0 SDK.
- SaaS & Cloud: Vue 3, Nuxt 4 (Nitro), FastAPI, Cloudflare (Pages/R2/Workers), Supabase (PostgreSQL + RLS).
- Data & OSINT: SQLite-vec, Pandas, Map-Reduce Pipelines, Selenium.
- Methodology: Six Sigma (DMAIC), BPMN, Deterministic Logic, Human-in-the-Loop (HitL) Security.
Current SOTA v6.1.1. A deterministic Multi-Agent Orchestrator built in Python. Features a custom Active Key Manager, a local GraphRAG memory system via sqlite-vec, and a strict HitL Sandbox Firewall.
A deterministic DMAIC engine that fuses Six Sigma process rigor with modern AI vector retrieval. Automates Define, Measure & Analyze phases using sqlite-vec for zero-hallucination root cause synthesis.
A "Virtual Tax Clinic" connecting freelancers with accountants. Built with a strict $0 CapEx philosophy using Vue 3, Nuxt 4 Nitro, and Cloudflare Pages.
Master Project Blueprints (SSOT) detailing hardware constraints, tech stack justifications, and AI agent workflow protocols.
- Vromlix Cognitive Architecture (The Flagship)
- Sigma-Zero: Industrial Quality AI (Six Sigma + AI Demo)
- System Architecture Blueprints (The Design System)
- CV / Resume (Professional Background)
📫 Let's Connect: LinkedIn | rlozanointel@gmail.com