MENTENSOR bridges European rationalism with high-performance edge architectures and deterministic AI workflows. 25 years of design technologist craft turning complex models into production revenue.
Three complementary engineering pillars rooted in four centuries of European analytical thought — translating pure mathematical rigor into sub-second edge infrastructure.
„Cogito ergo sum” → Computational Mind
High-dimensional latent spaces, coordinate geometries, and linear algebra as the native language of machine intelligence. Eliminating superficial abstractions in favor of mathematically disciplined, high-density interfaces.
„Let us calculate!” → Distributed Compute
The pioneer of binary calculus inspires our distributed edge execution. Bypassing monolithic datacenters by deploying compute directly to 300+ global edge nodes (Cloudflare Anycast) with sub-200ms round-trip times and zero cold starts.
„Entia non sunt multiplicanda” → Ockham’s Razor
Radical elimination of superfluous weights, structured SLM execution, and vector-level Semantic Caching on the edge. Slashing redundant API token spend by 85% while delivering verified deterministic responses in under 20ms at $0.00 cost.
Zero speculative redesigns. Every case study documented with real business stakes, system architecture diagrams, and quantified ROI.
Scaling an international media platform reaching millions of readers. Solved escalating $450/mo Webflow bandwidth overages with an intelligent Cloudflare edge layer (cutting origin transfer by 95%), built automated real-time syndication for Onet.pl, integrated DeepL for UKR→PL/EN localization, automated Mailchimp newsletters, OneSignal WebPush, and ElevenLabs AI audio narration.
Production deployment of a deterministic medical triage system at the edge for BADENT Clinic. Built an emergency triage component in Webflow Lumos paired with Cloudflare Workers and JEV System One (TypeSafe AI) delivering medical severity classification (P1-P4) in ~230 ms. Direct SMSAPI.pl telecom dispatch delivers emergency alerts to the on-call doctor in < 3s, while JEV Noul intercepts 100% of malicious bots (HTTP 403) with zero recurring backend hosting costs ($0/mo). Module B introduces Cloudflare D1 Edge SQL and Google Review Shield to protect Google Maps reputation.
Complete architectural overhaul of the agency platform using the Lumos framework. Deployed interaction-triggered script deferrals for GTM, bypassed Webflow asset bottlenecks via Cloudflare Workers + R2, and converted typography payloads by 65%.
Architecting a multi-party concession and infrastructure governance platform for emerging markets. Successfully validated the initial MVP via Webflow/Airtable/R2, then engineered the high-scale custom platform with row-level security and automated AI contract analysis.
Embedded senior engineering and design partner for venture-backed AI startups and high-tier agencies. Continuous delivery across your full product lifecycle.
A focused two-week sprint designed to validate, architect, and deploy a production-ready AI prototype, edge architecture overhaul, or complex interface.
Thank you. I have received your brief and will review your technical requirements within 1 business day.
You interface directly with the lead engineer and technologist. No account executives, junior offloading, or agency overhead.
Every sprint and retainer model operates on concrete pull requests, verified performance metrics, and battle-tested codebases.
Full IP ownership from day one. Strict TypeScript types, end-to-end architecture schemas, and clean Git repository setups.
Prefer direct asynchronous email or need to transmit confidential RFPs under mutual NDA?
mario@mentensor.eu ↗