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PAULO VILA AI VERSION View HR.Version

ARCHITECT OF LOCAL-FIRST AI SYSTEMS | RUST AI INFRASTRUCTURE | FORMER BCG · MCKINSEY · MASTERCARD
BOGOTÁ, COLOMBIA · paulo@paulovila.org · paulovila.org
linkedin.com/in/pvila · github.com/paulovilae
SCAN FOR SYSTEM ARCHITECTURE
init

McKinsey → BCG → Carrefour → Mastercard → Imaginos

I Build Systems. AI infrastructure architect and product executive with a 29-year track record spanning strategy consulting (McKinsey, BCG), corporate leadership (Mastercard, Carrefour), and hands-on systems engineering. Currently founding a local-first, multi-agent AI platform in Rust powering five live applications.

Combines board-level commercial judgment — $100M+ platforms, $30B+ merger delivery, 1M+ user launches — with the ability to design and ship the runtime personally. Bilingual English/Spanish, fluent French.

$100M+ B2B platform · 1M+ neobank users · $30B+ merger delivery · $20M mine turnaround · 60K-member executive community

No consultants. No vendors. Just the runtime.
system_architecture
                 Strategy Engine
                        │
        ┌───────────────┼───────────────┐
        │ │ │
  Engineering AI Systems Human Systems
  Rust Runtime Agents Executive Sprints
  Infrastructure LLM Platforms Decision Design
  System Architecture Multi-Agent Co-Creation
        │ │ │
        └───────────────┴───────────────┘
                        │
                 Business Impact
Consultants talk about transformation. I implement the runtime.
runtime: flagship
CEO & Founder — ImagineOS
Jan 2025 - Present
AI Infrastructure & Leadership
  • Shipped 5 production AI applications on a single Rust architecture — compliance/contracts (Vetra), algorithmic trading (Latinos), healthcare membership (Movilo), ecotourism/biodiversity (Garcero), executive portfolio (paulovila.org) — all sharing one orchestration, memory, routing, and governance stack.
  • Reduced AI inference cost to $0 per query by deploying an on-premises GPU cluster (2× RTX 3090) for LLM, image generation (FLUX/ComfyUI), and multilingual embeddings — cloud APIs demoted to failover-only.
  • Deployed 13 autonomous AI agents in 9 months with persistent scoped memory, semantic recall (multilingual embeddings), and multi-channel delivery (web, Telegram, WhatsApp) sharing one conversation context layer.
  • Built a zero-shot NLP pipeline (GLiNER + GLiREL + GLiClass on GPU) for knowledge graph construction — entity recognition, relation extraction, and sentiment classification without labeled training data or per-domain fine-tuning.
  • Implemented Model Context Protocol (MCP) bridges for Hera and Memento, and a self-correcting agentic coding loop: Hera edits Rust source, runs cargo_check, and iterates until the build is clean — autonomously.
  • Engineered sub-millisecond IPC (1.019 ms avg, 1.136 ms p95 — 300×+ over prior Next.js stack) with automatic Postgres HA failover (~2 min RTO, RPO ≈ 0) via streaming replication and quorum witness.
mission

Single-operator at platform scale: design the core abstractions, build them in Rust, ship to real users across web + Telegram + WhatsApp. Five apps (paulovila.org, vetra.trade, latinos.paulovila.org, movilo.club, elgarcero.com) share one runtime today.

benchmarks
Engineering
  • $0/query AI inference cost — on-prem GPU (2× RTX 3090) vs. ~$0.01–0.05/request on cloud APIs
  • Rust warm-path latency: 1.019 ms avg, 1.136 ms p95 (Vetra-rust); 1.1 ms TTFB (Movilo) — 300×+ over prior Next.js stack
  • 13 autonomous agents deployed in 9 months with persistent memory and semantic recall
  • Zero-shot NLP pipeline: GLiNER + GLiREL + GLiClass (GPU) for knowledge graph extraction without labeled data
  • Automatic Postgres HA: ~2 min RTO, RPO ≈ 0 via streaming replication + quorum witness
  • 5 production verticals (compliance, trading, healthcare, ecotourism, portfolio) on one shared runtime
Business
  • $100M+ B2B credit card sourcing platform at Mastercard (18 months)
  • Supported launch of Colombian neobank reaching 1M+ users
  • 5× revenue growth for Mastercard Labs-as-a-Service in LAC
  • 60+ innovation projects delivered, 90% client satisfaction
  • 3 Mastercard President's Awards
stack
AI / ML:
Generative AI Agentic AI Multi-Agent Systems LLM Orchestration RAG Pipelines Vector Databases On-Device / Edge Inference MLOps AI Governance Responsible AI AI/ML Strategy
Domain:
Fintech Payments Enterprise SaaS Platform Strategy Innovation & R&D Emerging Markets (LatAm)
Leadership:
P&L Ownership GTM Strategy Product Roadmap Cross-Functional Leadership Change Management Digital Transformation OKRs Executive Sprint Facilitation Design Thinking
Technical:
Rust Python TypeScript Linux Distributed Systems PostgreSQL AWS GCP
education
• M.S. Industrial Engineering — Universidad de los Andes (1996 – 1998)
100% scholarship, thesis 5/5
• B.S. Mechanical Engineering — Universidad de los Andes (1990 – 1996)
thesis 5/5
credentials & awards
Stanford Machine Learning
Stanford University
Entrepreneurship
The Wharton School
CEO Force for Good Award
Mastercard, 2022 — women-led fintech LAC
CEO Force for Good Award
Mastercard, 2020 — Digital Datathon LAC (best in company)
President's Award × 3
Mastercard — selected from ~30K global employees
H.E.A.R.T Award
Mastercard, 2016
Pelt Sales Award — Top 5 Worldwide
Mastercard, 2016
locale_support
• Spanish (native)
• English (fluent)
• French (fluent)
• Italian (fluent)
• Portuguese (intermediate) · German (basic)
[SYS_INIT] RUNTIME LOGS
runtime_logs
Innovation - Digital Labs Vice President Latin America — Mastercard
Sep 2022 – Jan 2025
AI & Innovation Leadership
  • Grew strategic engagement value 10X and stood up 3 new client innovation hubs by architecting and deploying design-thinking innovation products for key LAC enterprise accounts.
  • Cut innovation-workshop delivery from hours to minutes at 90%+ client satisfaction by developing and deploying local LLM expert agents — a repeatable, measurable ROI play.
  • Facilitated 100+ C-suite Design Thinking sprints across Latin America — co-creating breakthrough products and transformation initiatives, each closing in under a week.
Labs as a Service - Innovation Director for Latin America — Mastercard
May 2019 – Sep 2022
  • Drove a 5X revenue increase for Labs as a Service across LAC by delivering 60+ innovation projects at 90%+ client satisfaction.
  • Shipped two company firsts — 100% virtual innovation workshops and the first blockchain credit card — earning 3 Mastercard President's Awards.
Andean + Caribbean Merchant Sales Director — Mastercard
Jun 2017 – May 2019
  • Owned full-lifecycle merchant consulting across Andean and Caribbean markets, from business development to delivery.
  • Built the first mission-based segmentation model for a major LAC client — adopted region-wide — unlocking new market insight and commercial opportunities.
Senior Managing Consultant — Mastercard
Jul 2014 – Jun 2017
  • Generated $100M+ in platform revenue within ~18 months by championing and launching a B2B credit-card sourcing platform as Andean Business Leader.
  • Enabled a Colombian neobank launch that reached 1M+ users by end of 2020 by supporting its commercial and product foundation.
Senior Associate — Partners in Performance
Aug 2013 – Jun 2014
  • Delivered a $20M annual earnings swing (–$10M to +$10M) in 6 months at a silver-lead-tin mine by re-engineering the energy supply system, optimizing SAP spare-parts ordering, and leading union negotiations.
legacy_stack
Senior Consultant @ Hay Group (now Korn Ferry)
$200M expansion roadmap
Apr 2011 – Aug 2013
Sales Development Director @ Carrefour
200+ professionals led
Oct 2009 – Mar 2011
Software Development and Consulting Manager @ Simplexity
2-yr-late projects rescued
Mar 2009 – Sep 2009
Consultant @ The Boston Consulting Group (BCG)
$30B+ merger
Apr 2008 – Mar 2009
Associate Consultant @ McKinsey & Company
$20M+ synergies
Apr 2006 – Mar 2008
Founder & Owner @ Top Level Executives
60K-member community
Jan 2006 – Present
CEO & Founding Partner @ data2web.com
6 enterprise systems shipped
Sep 2001 – Apr 2006
Chief Technology Officer @ La Nota Económica
New revenue lines created
Feb 2000 – Sep 2001
University Professor @ Universidad de los Andes
5/5 teaching evals
Jan 1998 – Sep 1999
GMAT Instructor @ Kaplan
Jan 1998 – Dec 2000
Marketing Specialist @ ROCHE
13K+ doctors covered
Sep 1996 – Dec 1997
ux_layer

Every interface — web, Telegram, WhatsApp — talks to the same Hera runtime, so behavior, memory, and permissions stay consistent across channels. The user never knows which surface they're on; the platform does.

Design priority: time-to-daily-use over time-to-first-line. Tools must feel effortless at the moment of use, not just at the moment of building.

Interactive version of this CV: paulovila.org
Tier 2: 0/4 Hera-cached, 4 compressing in background.
Generated 2026-07-14 04:12:02 UTC
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