Curriculum Vitae

Vicorico

Founder turned engineer and marketer building zero-human-company systems, AI infrastructure, crypto tooling, and creative automation.

Profile

Founder turned engineer and marketer focused on AI systems that reduce coordination: local-first applications, GPU-backed model deployment, Kubernetes, second-brain knowledge bases, lead generation automation, content operations, smart contract architecture, and internet-native distribution. I am especially interested in privacy-preserving local AI for professional services, AI x crypto tooling, creative agents, automated media generation, and software systems with low technical debt.

Core Direction

AI infrastructure engineering

Local models / GPU containers / Kubernetes / homelab

Run models on GPUs through container runtimes, mount GPUs into Kubernetes pods, operate a five-node Kubernetes homelab, and package local AI systems for privacy-sensitive users such as law firms.

Zero-human-company orchestration

Multi-agent workflows / cron jobs / business context

Build company operating systems as file systems: business context, internal knowledge bases, automations, agents, cron jobs, monitoring, and human review loops where needed.

AI x crypto products

x402 / micropayments / on-chain reputation

Explore smart contract architecture, payment-enabled agents, x402-style tooling, ERC-8004-style reputation, and content around emerging crypto primitives.

Distribution engineering

Marketing psychology / owned audiences / creator systems

Pair product building with personal branding, community building, owned-audience strategy, impactful writing, storytelling, and marketing systems that compound.

Current Stack

  • Kimi 2.6 open source
  • Qwen local models
  • GPT-2 experiments
  • Seedance
  • ComfyUI
  • Glif agents
  • Cloudflare Workers
  • AWS
  • Linux
  • Containers
  • Kubernetes
  • GPU runtimes
  • OpenClaw
  • WhatsApp automation
  • Uptime Kuma

AI Systems Skills

  • AI process architecture
  • AI system architecture
  • Context engineering
  • Multi-agent orchestration
  • AI-human workflow design
  • No-code system building
  • No-code AI workflow building
  • Training data curation
  • AI output quality control
  • Process mapping for automation
  • Strategic human judgment
  • Automation maintenance
  • Pattern recognition
  • Frontier agent evaluation

Automation Method

AI process architecture

Process mapping / context design / system boundaries

Map existing business workflows, identify automation leverage points, design the context each agent needs, and define where no-code systems are enough versus where custom engineering is required.

AI output quality control

Evaluation / review loops / reliability

Create review steps, quality checks, confidence thresholds, and escalation paths so AI systems produce usable work instead of just impressive demos.

Strategic judgment on what stays human

Human-in-the-loop / risk / taste / leadership

Separate repeatable work from judgment-heavy work, keeping sensitive decisions, relationship moments, taste calls, and leadership responsibilities with people.

AI Automation Systems

Lead generation and RevOps agents

Enrichment / scoring / routing / outreach

Design agents that enrich new CRM leads, score and route inbound demand, research prospects, and draft first-touch emails before a human operator enters the workflow.

Content operations pipelines

YouTube repurposing / social / email / scheduling

Build content pipelines that turn one YouTube link or long-form asset into ten platform-ready posts, newsletters, short-form videos, and scheduled social content.

Internal second brains

Company knowledge bases / world models / customer signal

Create knowledge bases that get smarter over time by connecting operational context, customer signals, documentation, and retrieval workflows so companies move as fast as their information flows.

Operational copilots

Support / meeting prep / workflow automation

Scope customer support agents for common questions, meeting prep agents that research attendees, and practical automations that reduce coordination costs inside the business.

Agent-Ready Product Architecture

Crypto Background

Crypto-native operator

2017 - Present

Got into crypto in 2017 by selling CS:GO skins for BTC. Later launched multiple real-life startups, then went all in on crypto in 2021 during the Luna cycle and NFT boom.

Community fundraising and Polygon culture coin

Community / grants / token launch

Raised over $200K from community supporters, received a $50K Polygon grant, and launched one of the biggest Polygon culture coins, reaching a $10M all-time-high market cap.

Dream project

Web3 theme park

Build a Web3 theme park where people earn by playing different games and experience crypto through culture, competition, ownership, and real community participation.

Projects

libergent

Cloudflare Worker marketplace search

Romanian marketplace search tool with structured extraction, direct HTML parsing, fallback providers, local scoring, and cost-aware provider strategy.

baguri

Commerce and creator tooling

Fashion commerce codebase covering product submission, designer/influencer flows, checkout, Stripe automation, and operational UI.

Grand Cafe Bucharest

Website and menu system

Restaurant web and menu presentation with optimized print-ready menu assets.

pump-bump

Solana / pump.fun tooling

Solana utilities for balances, token accounts, token balances, and pump.fun flows.

Creative AI workflows

ComfyUI / audio / video / presentations / agents

Generative art, automated video music generation, vocal separation, TikTok production, presentations, Gausian Native Editor research, and Glif-style creative agents.

Icedout Coinflip / Curelao / x402 calendar

Portfolio additions

Portfolio case studies for Icedout Coinflip, Curelao, and a personal x402-like calendar booking flow, with older experiments moved into a sunsetted category.

Technical Skills

  • AWS
  • S3
  • EC2
  • Linux
  • Containers
  • Kubernetes
  • GPU workloads
  • DevOps
  • Platform engineering
  • Security
  • Uptime Kuma
  • ComfyUI
  • Local LLMs
  • Qwen
  • Kimi
  • Cron jobs
  • Cloudflare Workers
  • Smart contracts
  • Solana tooling
  • x402
  • ERC-8004 concepts
  • Software architecture

Product Skills

  • Growth hacking
  • Distribution engineering
  • Personal branding
  • Marketing psychology
  • Community building
  • Storytelling automation
  • Impactful writing
  • Leadership
  • Generative art
  • Music video automation
  • Creative agents
  • Lead generation automation
  • Cold outreach automation
  • Content pipelines
  • Owned audience strategy
  • Pitching
  • Grants
  • Technical writing
  • Low-debt software design

Learning and Research

Role Fit

Selected Links

GitHub: github.com/Vicorico17
Website: vicorico.fun
Research references: wc3ui, Gausian Native Editor, SlideGuru on Glif, Marcel Dempers, TrustMRR, Wellfound, Cyfrin Updraft, RareSkills
GitHub stars and repositories should be synced from the GitHub API once the final public profile and featured repository list are confirmed.