I am Ioannis Develekos. For over 30 years I have engineered at the intersection of Information Technology, MIT Predictive Analytics, Think with Google-recognized algorithmic growth, and sovereign local AI infrastructure. Managing Director at iNous, AI Instructor at Big Blue Data Academy, and architect of Brain-v3.
// CORE TRINITY OF MASTERY
True competitive moats emerge where bare-metal computing fundamentals meet statistical rigor and commercial psychology.
Unbroken engineering lineage from 1991 Computer Science roots to Brain-v3: an air-gapped Ubuntu Linux AI Operating System running on Dual NVIDIA RTX 3090s (48GB VRAM) with zero SaaS lock-in.
MIT Executive Education alumnus (Predictive Marketing Analytics) and Lead AI Instructor at Big Blue Data Academy. Multi-agent orchestration, Qwen3-8B two-stage retrieval, and Generative Engine Optimization (GEO).
Greece's longest-serving active Google Ads practitioner and the only Greek strategist featured globally in Think with Google AI Excellence. Governed by marginal ROI curves rather than platform guesswork.
The sole Greek case study selected globally by Google's editorial board for AI Excellence. Fusing the proprietary iNous Neural Production Workflow (Google Veo 3 + Imagen 3) with Connected TV, YouTube, and Performance Max doubled online revenue with zero physical film crews.
// TECHNICAL SCHEMATIC
How local Dual-Ampere silicon in Athens replaces fragile cloud subscriptions with deterministic retrieval and total data sovereignty.
Zero-API-tax two-stage neural retrieval: GPU 1 runs Greek-normalized FTS5 BM25 alongside 4096-dimensional dense vector embeddings, while GPU 0 executes deep cross-encoder reranking and bidirectional graph expansion.
Client strategies, financial audits, and 2,746+ Open Knowledge Format notes remain under strict local custody with atomic write-locking.
Every meeting, technical benchmark, GAQL script, and strategic essay compounds inside a structured semantic graph.
// THE STRATEGIC LIBRARY
Why the AI era rewards systems architects over prompt collectors, grounded in 30 years across IT, MIT data science, and sovereign AI infrastructure.
How brands become primary cited sources inside Google AI Overviews, ChatGPT Search, Claude, and Perplexity through entity graphs and empirical ground truth.
Deconstructing Google's generate-then-corroborate verification loop in AI Overviews and how technical publishers engineer passages that survive claim validation.
Inside the Ubuntu Linux, Dual NVIDIA RTX 3090 (48GB VRAM), Qwen3-8B, and Obsidian Open Knowledge Format operating system powering iNous.
Why chasing high Average ROAS starves enterprise net profit, and how MIT diminishing-returns calculus finds your exact profit-maximizing ad budget.
An exclusive annual membership hosted on Kajabi for founders, executives, and operators mastering Applied AI, sovereign workflows, and mathematical growth: 2 live screen-share Masterclasses per month, monthly Live Q&A, and battle-tested blueprints.