I architect production-grade multi-agent AI systems that generate revenue at enterprise scale.
🔬 IMPACT
• AI pipeline serving 15M+ customers at Porto Seguro & RD Saúde/Drogasil — LoRA fine-tuning to API delivery in production
• AWS CTO Fellowship 2024 (Dr. Werner Vogels' global program for tech leaders)
• NVIDIA Top 12 Startups for GenAI innovation — AWS Re:Invent 2025, Las Vegas
• Operating several NVIDIA GPU environments (L4, A100, H100/200, Blackwell RTX PRO 6000) on AWS + GCP
• Multi-Agent RAG system with LangChain orchestration for real-time enterprise workloads
• Exit: Co-founded Tippz (2013) → acquired by Brazil's largest bank (2016)
🏆 MELIVA.AI AWARDS
• Sebrae National — TOP 10 Brazil + Winner Media & Marketing (3,167 companies)
• Distrito GenAI Lab — Winner "AI Transformers Use Cases"
• InovAtiva — Spotlight Startup in IT (Brazil's largest accelerator)
• FIEG Innovation — Winner Startups & Entrepreneurship
• Startup Summit 2025 — Strategic case cited by AWS Startups Lead
• Partners: AWS GenAI Accelerator · Google4Startups · Microsoft Founders · NVIDIA Inception · Oracle
🌍 GLOBAL (Speaker/Exhibitor at innovation events)
• San Francisco (Sequoia/IBM/NASA pitch, 2015)
• Tel Aviv (Stock Exchange pitch, 2016)
• Lisbon (Web Summit 2023 & 2025, APEX Top 80 BR startups)
• São Paulo (Google/AWS/Microsoft accelerated)
• Rio (Web Summit 2024 & 2025)• Las Vegas (NVIDIA Top12 speaker, 2025)
• Beijing (HICOOL Summit speaker, 2025)
🛠️ STACK
- GenAI: LLM Fine-Tuning (LoRA/QLoRA), RAG, Multi-Agent Orchestration, Agentic AI Workflows, Model Context Protocol (MCP), Prompt Engineering, AI Agents, Computer Vision (Flux.1/2, SDXL), ComfyUI Nodes V3Infra: AWS (SageMaker, Bedrock, ECS, EC2 GPU), GCP (Vertex AI, AI Studio, Cloud Run), MLOps, Docker, K8s
- Frameworks: LangChain, LlamaIndex, PyTorch, HuggingFace, FastAPI, BentoML, MCP Servers, React+ViteLanguages: Python, TypeScript, ShellArchitecture: Multi-Cloud, System Design, Solutions Architecture, AI Agent Infrastructure, AI Governance (UAIGF)
- Product: AI Strategy, Design Thinking (UC Berkeley), SaaS (WASP/React/Prisma)
🎓 BACKGROUND
• Computer Engineering (UFG)
• Physics/Quantum (Unicamp)
• Design Thinking — UC Berkeley / IDEO
• 20+ years in tech (from Physics professor at 14 to AI architect today)
💬 OPEN TO
Senior AI/ML Architect | CAIO | AI Solutions Architect | Staff AI Engineer
Remote (worldwide) or São Paulo | Open to Vancouver, NYC, SF, Seattle, Helsinki
github.com/vandre-sales