Luciano Drehmer

Forward-Deployed AI & Agentic Solutions Engineer

luciano@drehmer.co · linkedin.com/in/luciano-drehmer · Singapore / Hong Kong / Remote APAC · Open to Remote

Summary

I take AI from pilot to production. I design, build, and operationalize agentic systems that run real operations end-to-end — a multi-agent ops workforce (Claude with a DeepSeek fallback, auto-heal), a stealth-browser MCP automation layer (35 primitives), knowledge-graph memory, and a fleet of applied AI/automation apps, all live in production. Underneath: 20 years shipping products and leading creative at global scale — Creative Lead at Amazon; a product scaled to $1M/month and #1 on Amazon US (Head of Design, Valuelink); 30+ US brand launches. The combination is the point — I can build and run the agents, and I understand the business they exist to move.

AI Systems in Production

KAVO + Rex — Multi-Agent Ops Workforce

Agent infrastructure · 24/7

Always-on agentic workforce running real operations

  • Built an always-on "hybrid workforce" of agents running live ops — Claude with a DeepSeek fallback, auto-healing, in production.
  • Agents architect, build, and self-recover; wired into the real business and aimed at outcomes, not demos.

Camaleão — Stealth-Browser MCP Layer

Agent middleware · live

Browser-automation layer any agent can drive

  • Shipped a stealth-browser MCP layer with 35 primitives that any agent can drive — agent middleware, in production.
  • Gives the agent fleet a reliable, scriptable hands-on-the-web surface for automation that normally breaks under bot detection.

Graphiti — Knowledge-Graph Memory

Agent memory · RAG

Persistent, queryable memory for the agent fleet

  • Deployed knowledge-graph memory (nodes, facts, episodes) so agents recall state and context across sessions — temporal, queryable, RAG-ready.

Applied AI & Automation Apps — Production Fleet

Generation + autonomous pipelines · live

AI/automation products running the business

  • Magic Portrait — generative AI inside checkout; Photos-to-Paintings — AI commerce storefront with automated fulfillment.
  • Reddit Growth — autonomous growth engine (discover, LLM-draft, schedule, post); Ads-OS — cross-signal ad intelligence.
  • Sentinela — autonomous checkout guardian (9+ checks, self-heal handing off to KAVO; no LLM, still autonomous).

Experience

Sprint — Founder & AI-Native Studio

2020 — Present · Shenzhen / Remote

Independent AI-native engineering & design studio

  • Design, build, and operationalize agentic systems end-to-end — the multi-agent ops workforce, MCP browser-automation layer, knowledge-graph memory, and a fleet of AI-automation products, all live on Railway.
  • Build with TypeScript, Python, React, Next.js, Node.js and AI tooling (Claude, DeepSeek, Gemini, MCP, RAG, Voyage) for automated, scalable systems.
  • Architect autonomous agents and data pipelines on Railway, Vercel, Cloudflare with PostgreSQL / Neon / Drizzle and cron/Inngest orchestration.

Zealous Brands — Shareholder & Creative Director

2018 — Present · Shenzhen, China

DTC brand-building house for the US market

  • Co-owner and creative lead for 30+ US brand launches across e-commerce and marketplaces.
  • Drove measurable performance: +40% engagement, +35% acquisition, +30% retention, −25% cost through CRO, brand systems, and paid media.
  • Own brand strategy, identity, packaging, web/UI, and conversion optimization end-to-end.

Amazon — Creative Lead, D1 Global Creative

2017 — 2018 · Beijing, China

UI & branding for Prime, Fashion, and Global Store

  • Led UI and branding work across Amazon Prime, Fashion, and Global Store initiatives.
  • Recognized with the internal “Dark Horse” award for standout impact.

Valuelink — Head of Design

2016 — 2017 · China

Consumer product & e-commerce

  • Scaled a product to $1M / month revenue and #1 on Amazon US in its category.
  • Awarded the Golden Bull Award (2017); earned 3 promotions in 8 months.

IED — Istituto Europeo di Design — Faculty

2010 — 2016 · Brazil
  • Taught visual design and contributed to curriculum at a leading international design school.

Skills

AI & Orchestration

Claude, DeepSeek, Gemini, Agent Design, Multi-Agent Systems, MCP, RAG, Voyage, Evals, Human-in-the-loop, LLM Ops, Prompt Engineering

Engineering

TypeScript, JavaScript, Python, React, Next.js, Node.js, Backend Architecture, APIs, Full-Stack Web, Front-End Architecture

Automation & Infra

Automation Pipelines, Cron Orchestration, Railway, Vercel, Cloudflare, Docker, GitHub Actions, Webhooks, Queues, Data Pipelines

Growth & E-commerce

SEO, SEM, CRO, Performance Marketing, Meta Ads, Google Ads, GA4, Conversion Optimization, DTC & Marketplace Strategy

Craft (foundation)

Creative Direction, Brand & Identity, UI/UX, Design Systems, Typography, Motion, Video & Photo Production (AI + non-AI), Cross-Cultural (Brazil ↔ China)

Tech Stack

AI / LLM: Claude (Anthropic), DeepSeek, Gemini, Multi-Agent, MCP, RAG, Voyage, Evals, Inngest
Languages: TypeScript, JavaScript, Python
Frameworks: React, Next.js, Node.js, Tailwind CSS, Three.js
Infra: Railway, Vercel, Cloudflare, Docker, cron, GitHub Actions
Data: PostgreSQL, Neon, Drizzle, FalkorDB, REST, GraphQL
Commerce: MedusaJS, Shopify, Stripe
Marketing: GA4, SEO, SEM, CRO, Meta Ads, Google Ads
Design Tools: Figma, Photoshop, Illustrator, InDesign, After Effects, Cinema 4D

Education

BA, Visual Arts — IED (Istituto Europeo di Design)
2007 · Full Scholarship · Kiko Farkas (AGI) lineage
BA, Design — PUC Goiás
Pontifícia Universidade Católica de Goiás, Brazil

Recognition