Victor Cazacu

Forward Deployed Engineer, Graph Engineer, Founder, and Venture Tech Lecturer

Founder turned engineer and marketer building zero-human-company systems, local-first AI applications, GPU-backed model deployment, Kubernetes infrastructure, crypto tooling, creative automation, and distribution systems that reduce coordination. Coding since age 10, with strong fundamentals in computer science, software design architecture, and codebase system design.

Contact

Bucharest, Romania | vic.cazacu@gmail.com | vico.wtf | github.com/Vicorico17

Profile

I work as a Forward Deployed Engineer and Graph Engineer on AI systems that reduce coordination: second-brain knowledge bases, lead generation automation, content operations, smart contract architecture, internet-native distribution, privacy-preserving local AI, crypto tooling, creative agents, automated media generation, and low technical debt software systems. I am strongest where product, engineering, distribution, and founder judgment overlap.

Best Role Fit

Forward Deployed Engineer for automation-heavy teams and messy business workflows.
Graph Engineer for connected data, knowledge systems, and agent-ready relationships.
AI Engineer, AI Solutions Engineer, or AI Integrator for practical automation.
Senior AI Systems Engineer for agent execution, orchestration, eval loops, and internal tools.
Technical Lead for AI, automation, platform infrastructure, and RevOps systems.
Entrepreneurship and tech lecturer, venture tech mentor, or capstone project advisor.

Selected Impact

Raised over $200K from community supporters across projects.
Received a $50K Polygon grant for ecosystem work.
Launched one of the biggest Polygon culture coins, reaching a $10M all-time-high market cap.
Hosted many workshops and Twitter Spaces for founder audiences.
Built real ventures across commerce, crypto, marketplace search, AI workflows, and creative automation.
Started with internet commerce in 2015 through a sustainable revenue-generating dropshipping website.

Core AI and Agent Work

AI process architecture and automation leverage mapping.
Context engineering, knowledge bases, and second-brain systems.
MCP servers, subagents, background agents, parallel agents, and headless agent teams.
Self-improving loops, eval-driven workflows, agents fixing tests, and CI/CD run by agents.

Lead enrichment, CRM scoring, routing, outreach, and RevOps agents.
Content pipelines for YouTube repurposing, social posts, newsletters, and scheduling.
Operational copilots for support, meeting prep, and internal workflow automation.
AI output quality control with review loops, confidence thresholds, and escalation paths.

Experience

AI, Crypto, and Agentic Commerce Builder

Now

Focus on AI x crypto tooling, agentic commerce, zero-human-company systems, local AI infrastructure, automated content generation, smart contract architecture, payment-enabled agents, and second brains.
Build systems around local models, GPU containers, Kubernetes, private inference endpoints, agent workflows, cron jobs, monitoring, and human review loops.
Explore agent-ready products, x402-style tooling, ACP, AP2, micropayments, on-chain reputation, and machine-readable product architecture.

Crypto-Native Operator

2017 - Present

Entered crypto in 2017 by selling CS:GO skins for BTC, then went all in during the Luna cycle and NFT boom in 2021.
Built across Terra Luna, Polygon, Solana, NFT tooling, wallet flows, community worlds, token launches, and market-cycle operations.
Research and tooling context across Thirdweb, Hyperliquid, prediction markets, token mechanics, gaming economies, and on-chain coordination.

Polygon Ecosystem and Community Coin Work

2023 - Present

Built community momentum around a Polygon-native culture coin through launch mechanics, workshops, memes, quests, and distribution.
Raised over $200K from community supporters, received a $50K Polygon grant, and reached a $10M all-time-high market cap.
Worked on community-owned internet economies, incentive design, token launches, and ecosystem growth.

Founder and Commerce Operator

2015 - 2021

Built first sustainable revenue-generating internet commerce business in 2015 through a dropshipping website.
Launched Spritzbox in 2019, a DIY home cocktail delivery kit.
Launched Baguri in 2019, a Romanian marketplace for independent designers, covering product submission, creator flows, checkout, Stripe automation, and operational UI.

Projects

Arkadia Park

Long-running crypto theme park and community world built around games, culture, ownership, quests, and real participation.

libergent

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

Baguri

Fashion commerce codebase for independent designers, checkout flows, creator tooling, and operational systems.

DistroNow

Website-to-brand-profile system for distribution workflows, using extraction, structured storage, and social content generation.

Teaching and Workshops

Teach from operator experience across ventures, communities, AI automation, tech stacks, growth, positioning, and long-term strategy.
Tech strategy and growth: community growth, platform thinking, funnels, APIs, CRM-style automation, analytics, and AI operations connected to venture growth.
Tech trends and futures: trend radars, weak signals, scenario planning, systems thinking, responsible innovation, local AI, crypto, and agentic commerce.
Venture tech mentoring: audits, MVP and automation sprints, portfolio work, masterclass integration, and 6-12 month tech-for-growth strategies.

Technical Skills

AWS, S3, EC2, Linux, Docker, containers, Kubernetes, GPU workloads, DevOps, platform engineering, Cloudflare Workers, Uptime Kuma, ComfyUI, local LLMs, Qwen, Kimi, cron jobs, reverse proxies, API endpoints, auth layers, private inference endpoints, Firecrawl, Supabase, Stripe, Agentmail, smart contracts, Solana tooling, ERC-20, ERC-721, ERC-1155, ERC-8004 concepts, x402, ACP, AP2, micropayments, on-chain reputation, software architecture, context engineering, multi-agent orchestration, MCP servers, subagents, eval loops, training data curation, and multi-repo orchestration.

Product and Distribution Skills

Growth hacking, distribution engineering, personal branding, marketing psychology, community building, storytelling automation, impactful writing, technical writing, leadership, lead generation automation, cold outreach automation, content pipelines, owned audience strategy, pitching, grants, marketplace design, venture tech audits, MVP sprints, automation sprints, customer journeys, analytics feedback loops, launch mechanics, meme strategy, referrals, creator workflows, game economy design, workshop facilitation, and AI product positioning.