Here’s What I’m Building

Latest Builds

Recent work across my open source projects.

GitHub

What I Actually Do

01 / Crypto

Experienced Smart Contract Developer

I build on-chain products across token standards, marketplaces, gaming loops, prediction markets, community coins, NFT and token projects, on-chain reputation, agent-readable payments, x402, ACP, AP2, Solana tooling, Polygon communities, market design, and community-owned internet economies.

ERC-20

Fungible tokens, community coins, incentives, liquidity mechanics, and launch flows.

ERC-721

NFT collections, minting systems, ownership experiences, and metadata-aware products.

ERC-1155

Multi-token systems for games, access passes, collectibles, and flexible economies.

ERC-8004

Agent identity, trust, reputation, and standards for AI x crypto coordination.

Product Architecture

Smart contract architecture, x402-style payment flows, ACP checkout patterns, AP2 agent payments, on-chain reputation, micropayments, and AI x crypto tooling.

Agentic Commerce Protocols

x402, OpenAI and Stripe ACP, Google and Coinbase AP2, machine-readable services, API monetization, and internet-native commerce rails.

Prediction Markets

Market mechanics, event-driven products, odds, settlement thinking, and user incentives.

Crypto Gaming

On-chain game loops, rewards, items, wallets, communities, and gamified distribution.

Operator Path

Crypto-native since 2017, from CS:GO skins for BTC to token launches, NFTs, and market-cycle building.

Community Capital

$200K+ community fundraising, $50K Polygon grant, and a $10M all-time-high Polygon culture coin.

02 / AI Systems

Build AI Systems That Reduce Coordination

I build AI systems around real business workflows: mapping process boundaries, designing the context agents need, connecting company knowledge, running local and cloud models, and adding human review where judgment matters. The focus is practical: less coordination drag, faster operations, reliable outputs, and privacy-aware model infrastructure.

Even waiting must be built as an experience.

Clear progress, useful context, and a next step instead of a blank loading state.

Process Architecture

Map workflows, decide what stays human, design context, and define reliable automation boundaries.

Company Knowledge

Build Obsidian second brains, retrieval workflows, business context, and internal knowledge bases.

RevOps Agents

Research accounts, enrich and score leads, generate personalized cold outreach, and route qualified replies into CRM workflows.

Content Pipelines

Turn one source asset into posts, newsletters, short-form clips, and scheduled distribution.

Local AI Infrastructure

Run privacy-aware local-first AI systems for sensitive professional workflows and client context.

GPU And Containers

Provision GPU VPS machines, package runtimes, mount GPUs into containers, and run Kubernetes pods.

Model Serving

Operate LLMs, image models, ComfyUI workflows, private inference endpoints, APIs, and auth layers.

ComfyUI And MCP Tools

Build reusable ComfyUI workflows and MCP servers that give agents controlled access to creative generation, business data, and operational tools.

Agent Orchestration

MCP servers, subagents, background agents, parallel agents, headless agent teams, routines, and agents managing agents.

Self-Improving Loops

Eval-driven loops, agents fixing their own tests, CI/CD run by agents, dynamic workflows, and multi-repo orchestration.

Recursive Company Pipelines

Design zero-human-company operating loops where agents research markets, qualify leads, run outreach, learn from replies, and improve the next cycle.

Quality Control

Create review loops, confidence checks, monitoring, escalation paths, and output-quality gates.

Monitoring

Track uptime, GPU usage, costs, logs, queues, failed jobs, and service health.

Security Context

Use Linux, OSINT, network basics, wallet hygiene, threat modeling, and sandboxing awareness.

03 / Automated Content Creation

Automating Video And Content Creation For Distribution Platforms

I can automate video and content creation for Instagram, TikTok, YouTube, and other distribution platforms, turning ideas and raw assets into repeatable publishing systems. I have experience running multiple workflows and creative pipelines, automated video editing, and content creation with the latest image models. I also do growth hacking around the content loops that work.

Instagram

Automated Reels, carousel ideas, captions, visual variations, and content packaging.

TikTok

Short-form workflows, hooks, edits, subtitles, music-driven content, and trend-ready formats.

YouTube

Shorts, long-form repurposing, thumbnails, descriptions, scripts, chapters, and assets.

Repurposing

Turn one idea, clip, stream, post, or product update into platform-native content.

Creative AI Know-How

Generative art, automated video music generation, vocal separation, TikTok production, presentations, and ComfyUI workflows.

Growth Hacking

Build calendars, queues, community loops, analytics feedback, and repeatable experiments.

Owned Audiences

Turn long-form assets into platform-ready posts, email, social content, and repeatable publishing systems.

Community Loops

Creator loops, memes, referrals, community quests, and content experiments that compound distribution.

04 / Agentic Commerce

Build Commerce for Agents

I make products and services usable by AI agents: clear capabilities, structured offers, reliable checkout, payment confirmation, and a useful result after purchase. The goal is a complete transaction flow an agent can understand and a person can trust.

Agent-Readable Offers

Describe products, prices, constraints, and outcomes in a form agents can discover and compare.

Checkout

Connect identity, cart or order state, confirmation, and fulfillment into one reliable path.

Payment Rails

Work with x402-style payments, ACP and AP2 patterns, and internet-native micropayments.

Service APIs

Expose useful actions through controlled APIs and MCP tools with clear permissions.

Trust and Review

Make costs, permissions, and irreversible actions visible before an agent commits.

Operations

Track order status, delivery, failures, and support so the system works after payment too.

05 / Security

Make Systems Safer to Use

I look at the ways automated and crypto systems can fail in practice, then design boundaries around them. That includes research, permissions, wallet and credential handling, sandboxing, monitoring, and human review where the stakes are high.

OSINT

Research public signals, verify sources, and turn findings into practical threat context.

Agent Boundaries

Limit tool access, scope permissions, and add approval gates for sensitive actions.

Wallet Hygiene

Separate keys and environments, make signing clear, and reduce avoidable exposure.

Infrastructure

Apply Linux, network, container, and sandboxing basics to deployed systems.

Monitoring

Watch failures, unusual behavior, logs, and service health so issues are visible early.

Review Loops

Use tests, confidence checks, escalation paths, and human judgment where needed.

06 / Gaming And Worlds

Build Games As Living Economies

I think about games as worlds: mechanics, 3D models, economies, progression, lore, communities, and distribution loops all working together.

Game Systems

Design loops, progression, rewards, constraints, and feedback systems that keep play meaningful.

3D Models

Work with 3D assets, scenes, visual identity, interaction states, and real-time presentation.

Economies

Balance items, currencies, scarcity, rewards, marketplaces, sinks, and player incentives.

Worldbuilding

Create lore, factions, rules, maps, social rituals, and reasons for players to return.

Crypto Gaming

Connect ownership, wallets, collectibles, token-gated access, and on-chain game loops.

Distribution

Use quests, communities, memes, leaderboards, and social mechanics to grow the world.

Arkadia Park

Long-running community world and crypto theme park direction.

Playable Site

Vico’s Quest turns the CV into an explorable route through systems, crypto, and worlds.

Forward Deployed Engineer

The path so far

2010

Started young

Started coding at 10, selling cupcakes, and learning early that products, margins, and distribution are a real game.

2015

First sustainable revenue-generating business

Built my first dropshipping website and started learning internet commerce from the inside.

2017

First Bitcoin

Got my first Bitcoin from trading CS:GO skins and went deeper into internet-native markets.

2019

Baguri and Spritzbox

Launched Baguri, a Romanian marketplace for independent designers, and Spritzbox, a DIY home cocktail delivery kit.

2021

All in crypto

Went all in on crypto and built several projects, with Arkadia Park still running today, while building across blockchains such as Terra Luna, Polygon, and Solana.

2022

Self-taught AI and machine learning

Started teaching myself AI and learning about machine learning technology.

2023

Polygon community coin, $GONE

Launched $GONE, the biggest community coin on Polygon, reaching $10M market cap and over 20k holders.

2025

AI, crypto, and agentic commerce

Built across AI infrastructure, local-first applications, crypto tooling, and agentic commerce. Connected automation, creative systems, and internet-native distribution through automated content generation, smart contracts, payment-enabled agents, second brains, and zero-human-company systems.

Now

University tech teacher, AGI-proof angel investor, and venture tech founder

Teaching technology at university, investing as an AGI-proof angel investor, and founding technology ventures. Focused on software architecture and maintainable systems that reduce coordination and expand what small teams can build.

Age
26
Born
Bucharest
Entrepreneurship Crypto AI systems Agentic commerce Automated distribution

Building systems that move ideas into the world

Beyond the work

Places I've been

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Project archive

Selected Projects

Sorted by latest GitHub activity. Public repositories show their default branch commit count.

macOS App

Studio Chat

A macOS creative workspace that connects a local Codex chat flow to Logic Pro through LogicProMCP for music production, creative direction, and release planning.

  • Natural-language Logic Pro actions
  • Plecat Mood creative operating system
  • Confirmation-gated controls and local libraries
Screenshot of the TapTime live build
Active / NFC Attendance

TapTime

A passive-NFC workplace attendance checkpoint that turns a simple tap into a secure, location-specific check-in or check-out flow.

  • Printable, enclosed NFC checkpoint
  • Employee authentication and confirmation flow
  • Production-ready hardware upgrade path
Screenshot of the bvb.lol live build
Active / Market Intelligence

bvb.lol

An open-source, read-only terminal that makes the Bucharest Stock Exchange easier to follow through clean instrument pages, filings, events, and market context.

  • BVB and AeRO instrument discovery
  • Issuer filings and dividend events
  • Licensed-data-ready provider architecture
Screenshot of the Black Sea Compute live build
Active / Cloud Infrastructure

Black Sea Compute

Investor-facing concept for a resilient offshore cloud made from a fleet of autonomous data-center vessels in the Black Sea.

  • Distributed maritime compute
  • Resilience and fleet operations
  • Responsive investor experience
Screenshot of the AClienti interface
Active / Market Intelligence

AClienti

Evidence-backed research desk that turns recent public customer signals into ranked opportunities and practical content direction.

  • Weighted opportunity scoring
  • Evidence-linked prospect cards
  • Content briefs and JSON exports
Screenshot of the Neo Labs interface
Active / Venture Studio

Neo Labs

A local company operating system for running Neo Labs as a venture studio today and an investment platform over time.

  • Unified portfolio dashboard
  • Specialized agent workflows
  • Portable, versioned company state
Screenshot of the LEGIT AGENTIC live build
Active / Agentic Web

LEGIT AGENTIC

Transparent web audit toolkit that separates deterministic agent-readiness checks from observational AI visibility research.

  • Web interface and zero-dependency CLI
  • Structured readiness scoring
  • Markdown and JSON reports
Screenshot of the FinPath AI live build
Active / AI Finance

FinPath AI

Research-informed financial-planning prototype that builds a structured profile and returns an assumption-aware action plan with visible guardrails.

  • Context quality scoring
  • Structured decision briefs
  • Shock and rebalancing plans
Screenshot of the CARLY interface
Active / Accessible Care

CARLY

Voice-first browser prototype helping older adults maintain daily routines and stay connected to a consent-aware trusted care circle.

  • Accessible companion interface
  • Routine and appointment support
  • Care-circle dashboard
Screenshot of the Streamwin live build
Active / Streaming

Streamwin

Interactive live-studio prototype combining real-time AI video, multistream distribution, IRL controls, and vision-aware Twitch automations.

  • AI scenes and visual effects
  • Multistream destination controls
  • IRL and vision automation tools
Screenshot of the REALSOUL live build
Active / Privacy Infrastructure

REALSOUL

Privacy-respecting protocol demo for issuing short-lived proof that a live human approved a specific call, message, or transaction.

  • Ed25519-signed proof tokens
  • Audience and challenge binding
  • Replay-protected verification
Screenshot of the Magic Dev live build
Active / Developer Tools

Magic Dev

Interactive product concept for a persistent developer VPS that combines a real server with a browser workspace and automatic previews.

  • Browser editor and terminal concept
  • Automatic HTTPS previews
  • Guided workspace builder
Screenshot of the BestRestShop live build
Active / Commerce

BestRestShop

New commerce project currently taking shape in the active product portfolio.

  • Active development
  • Product exploration
  • Open-source repository
Screenshot of the Recomed live build
Active / Recommendations

Recomed

A recommendation product exploring structured discovery and better decisions through personalized context.

  • Personalized recommendations
  • Context-aware discovery
  • Decision-focused product exploration
Screenshot of the EZJobs interface
New / Job Discovery

EZJobs

A responsive job-discovery and quick-apply prototype designed to make finding, evaluating, and applying for roles simpler.

  • Role, skill, company, and location search
  • Remote filters, saved jobs, and fit indicators
  • Streamlined two-step applications
New / Early Stage

Peptiderico

An early-stage project exploring a new peptide-focused product experience.

  • New product exploration
  • Early-stage development
  • Public project repository
Screenshot of the Accman live build
Active / New Build

Accman

New account-management project currently taking shape in the active product portfolio.

  • Active development
  • Product exploration
  • Open-source repository
Screenshot of the eFans live build
Active / New Build

eFans

New project currently taking shape as part of the active product and automation portfolio.

  • Active development
  • Early product exploration
  • Open-source repository
Screenshot of the HomeSports live build
Active / Esports

HomeSports

Importance-ranked League of Legends esports matchboard, combining live schedules with transparent ratings for the matches that matter most.

  • Live PandaScore match feed
  • Transparent importance ratings
  • League-wide match discovery
Active / AI Research

Sprite LoL

Research and architecture for an AI League of Legends companion players could message directly for concise, League-focused help.

  • Command-first assistant flows
  • Player-safe interaction design
  • League client integration research
Screenshot of the StudioPilot desktop interface
Active / macOS App

StudioPilot

A desktop chat and control surface for Logic Pro that connects natural-language requests to the local LogicProMCP server.

  • Live Logic Pro connection status
  • Transport controls and MCP tools
  • Confirmation for higher-risk actions
DistroNow build preview
Active / Distribution

DistroNow

Website-to-brand-profile system for distribution workflows, starting with Firecrawl extraction, Supabase storage, and social content generation.

  • Brand extraction
  • Social draft generation
  • Supabase persistence
libergent build preview
Active / Marketplace Search

libergent

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

  • OLX, Vinted, Autovit, and more
  • Direct parsers and fallbacks
  • Price and offer scoring
ClipRO build preview
Active / Creator Platform

ClipRO

Creator-platform MVP that turns long-form YouTube videos and YouTube, Twitch, or Kick streams into ranked short clips.

  • Creator onboarding
  • Source syncing and imports
  • Clip scoring and rendering states
BJJ Predict build preview
Active / BJJ Game

BJJ Predict

BJJ-first free-play prediction-market MVP using Smoothcomp-style event data, winner shares, LMSR pricing, and leaderboards.

  • Smoothcomp sync worker
  • Play-money markets
  • Portfolio and settlement flows
AutoArt build preview
Active / AI Label OS

AutoArt

Static MVP for managing AI artist catalogs, song briefs, release packages, promo plans, analytics imports, and local persistence.

  • Artist roster and song lab
  • Release package exports
  • Promo and analytics workflows
Active / Marketplace

Baguri

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

  • Designer verification
  • RON payments with Stripe
  • Supabase auth and storage
Active / Crypto World

Arkadia Park

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

  • Community world
  • Web3 games
  • Quests and lore
Screenshot of the Masscall live build
Active / AI Operations

Masscall

AI command center for turning natural-language requests into coordinated work across calendars, email, Slack, Notion, and connected tools.

  • Natural-language commands
  • Connected app workflows
  • Activity and automation tracking
Marketz.ro build preview
Active / Prediction Market

Marketz.ro

Romania-focused prediction-market prototype with mock wallets, LMSR pricing, trading flows, market administration, and settlement mechanics.

  • Romanian market discovery
  • Buy and sell trade flows
  • Portfolio and settlement

Playable Route

Enter Vico’s Quest

Vico’s Quest turns the same career material into an explorable 3D world map with routes through AI systems, crypto rails, creative automation, security, and game-world thinking.

Open Game
Role Fit

Forward deployed and graph engineering for AI systems

Best fit for roles that turn messy business workflows into working AI systems, internal tools, automation, growth infrastructure, and practical venture-tech learning.

Strong matches

  • Forward Deployed Engineer for automation-heavy teams and messy business workflows.
  • Graph Engineer for connected data, knowledge systems, and agent-ready relationships.
  • AI Engineer or AI Solutions Engineer.
  • AI Integrator for teams that need practical automation.
  • Senior AI Systems Engineer for agent execution and orchestration.
  • Technical Lead for AI, automation, platform, and RevOps systems.
  • Head of AI or transformation lead for internal automation programs.
  • AI Product Engineer for internal tools, agent workflows, and local-first applications.
  • RevOps Automation Engineer for lead generation, enrichment, outreach, and routing systems.
  • Growth Engineer for distribution systems, content pipelines, and owned-audience loops.
  • Web3 Product Engineer for smart contracts, payments, reputation, and community products.
  • Developer Relations or technical community lead for AI, crypto, and startup ecosystems.
  • Venture builder or startup studio operator for MVP sprints and AI x crypto prototypes.
  • Entrepreneurship and tech lecturer or venture tech mentor.
$10M

all-time-high market cap for a Polygon culture coin.

$200K+

raised from community supporters across projects.

$50K

Polygon grant received for ecosystem work.

Workshops

Hosted many workshops and Twitter Spaces for crypto and startup communities.

AI matters economically when it reduces coordination across teams, tools, and decisions.

Teaching and Workshops

I teach from operator experience: building ventures, launching communities, working with AI automation, mapping tech stacks, and translating technical choices into growth, positioning, and long-term strategy. I have hosted many workshops and Twitter Spaces, which gives me practical experience explaining complex technology topics to founder audiences.

Tech strategy and growth

Startup ecosystems / funnels / tech stacks / analytics

I can teach entrepreneurs about community growth, platform thinking, funnels, APIs, CRM-style automation, analytics, and AI operations to connect technology choices to venture growth.

Tech trends and futures

Trend radars / scenarios / systems thinking / responsible tech

Facilitate emerging-tech analysis across AI, crypto, agentic commerce, x402, platform shifts, local AI, and infrastructure using trend radars, weak signals, scenario planning, responsible innovation, and systems thinking.

Venture tech capstone mentoring

Audits / MVP sprints / strategy / reflective portfolios

Mentor students through venture tech audits, MVP and automation sprints, masterclass integration, reflective portfolios, and 6-12 month tech-for-growth strategies.

Teaching and Facilitation

  • Workshop-style teaching around live venture challenges, not abstract technology lectures.
  • Experience hosting many workshops and Twitter Spaces for startup, crypto, and community audiences.
  • Tech stack audits covering tools, APIs, automations, data flows, scalability, and operational risk.
  • MVP and automation sprint coaching with demos, peer critique, and implementation checkpoints.
  • Portfolio assessment using evidence of strategic thinking, iteration, reflection, and practical execution.
  • Masterclass design across AI in business, platform ecosystems, crypto rails, and digital futures.

Foresight and Responsible Tech

  • Tech trend radar facilitation across AI, blockchain, agentic commerce, local models, XR, IoT, and platform shifts.
  • Weak signal detection from markets, open-source tools, startup products, protocol development, and online communities.
  • Scenario planning with possible, probable, and preferable futures for entrepreneurial decision-making.
  • Systems thinking using feedback loops, leverage points, incentives, externalities, and unintended consequences.
  • Responsible innovation discussions around sustainability, inclusion, privacy, automation, and platform power.

Experience Timeline

2024 - Present

AI systems builder and automation engineer

Building local-first AI applications, GPU-backed model workflows, agentic business systems, content operations pipelines, marketplace search tools, and Kubernetes infrastructure.

2023 - Present

Polygon ecosystem operator

Launched and grew Polygon-native community projects, including $GONE, community fundraising, grant work, memes, launch mechanics, and on-chain culture experiments.

2021 - 2024

Crypto founder and product operator

Built through the Terra Luna cycle, NFT boom, Thirdweb tooling surfaces, token communities, Discord worlds, minting systems, wallet flows, and crypto-native growth loops.

2019 - 2021

Commerce founder

Launched Baguri, a Romanian independent-designer marketplace, and Spritzbox, a DIY home cocktail delivery kit, while learning checkout, logistics, acquisition, and creator operations from the inside.

2017 - Present

Crypto-native operator

Entered crypto by selling CS:GO skins for Bitcoin, then kept building across market cycles, communities, NFTs, token launches, Solana tooling, Hyperliquid research, and on-chain product experiments.

Places & Projects Worked With

Selected places and projects worked with across AI, crypto, commerce, and creative technology — plus 100+ other projects built, shipped, advised, or helped grow.

2021 cycle

Terra Luna

Crypto product, community, and market-cycle experience during the Luna era.

2023 - Present

Polygon

Community coin launch, grant work, culture campaigns, and ecosystem distribution.

Research / tooling

Hyperliquid

Market-structure research, on-chain trading context, and crypto product tracking.

Web3 tooling

Thirdweb

NFT, wallet, contract, and minting tooling context across crypto builds.

Current Stack

  • Kimi 2.6 open source
  • Qwen local models
  • GPT-2 experiments
  • Seedance
  • ComfyUI
  • ComfyUI workflow APIs
  • Glif agents
  • Cloudflare Workers
  • AWS
  • S3
  • EC2
  • Linux
  • Containers
  • Docker
  • Kubernetes
  • GPU runtimes
  • OpenClaw
  • WhatsApp automation
  • Uptime Kuma
  • Obsidian
  • Cron jobs
  • Reverse proxies
  • API endpoints
  • Auth layers
  • Private inference endpoints
  • Firecrawl
  • Supabase
  • Stripe
  • Agentmail
  • x402
  • ACP
  • AP2
  • ERC-8004

AI Systems Skills

  • AI process architecture
  • Context engineering
  • Multi-agent orchestration
  • MCP server design
  • ComfyUI MCP integrations
  • Subagent systems
  • Background agents
  • Parallel agent execution
  • Headless agent teams
  • Agent routines
  • Agents managing agents
  • Self-improving loops
  • Eval-driven agent loops
  • Agents fixing their own tests
  • CI/CD run by agents
  • Dynamic agent workflows
  • Multi-repo orchestration
  • Skill-based agent workflows
  • 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
  • Agent workflow design
  • Tool orchestration
  • Retrieval workflow design
  • Knowledge base design
  • Company context design
  • System boundary design
  • Evaluation design
  • Quality review loops
  • Confidence thresholds
  • Escalation paths
  • Human review loops
  • Support copilot design
  • Meeting prep agents
  • Lead enrichment agents
  • Automated lead research
  • CRM scoring and routing
  • Personalized cold outreach pipelines
  • Recursive company operating loops
  • Content repurposing systems
  • Scheduling automation
  • Agent-ready product design
  • Machine-readable capability design

AI infrastructure engineering

Local models / GPU containers / Kubernetes / platform infrastructure

Run models on GPUs through container runtimes, mount GPUs into Kubernetes pods, work with platform infrastructure, 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, Obsidian second brains, automations, agents, cron jobs, monitoring, and human review loops where needed.

AI x crypto products

x402 / ACP / AP2 / micropayments / on-chain reputation

Explore smart contract architecture, payment-enabled agents, x402-style tooling, OpenAI and Stripe ACP, Google and Coinbase AP2, 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.

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 human judgment

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.

Lead generation and RevOps agents

Research / enrichment / scoring / personalized outreach

Build automated pipelines that research accounts, enrich and score prospects, create personalized cold outreach, route replies, and use outcomes to improve targeting and messaging on the next cycle.

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 products

Machine-readable capabilities, protocol-level pricing, automatable onboarding, provable reliability, and API economics that make services faster, cheaper, or more reliable than an agent computing the output itself.

Agent-Ready Product Architecture

  • Machine-readable capabilities: structured manifests that explain what a service does in one request.
  • Pricing in the protocol: x402-style or HTTP 402-style payment flows that expose cost programmatically.
  • Agentic commerce protocols: ACP for agent-to-business checkout and AP2 for agent payments across traditional rails, stablecoins, and real-time transfers.
  • Automatable onboarding: programmatic authentication, payment, access, and provisioning.
  • Provable reliability: uptime, latency percentiles, accuracy metrics, and confidence scores.
  • API economics: services must be faster, cheaper, or more reliable than an agent computing the output itself.

Agentic Commerce Thesis

The internet is splitting in two: one surface for humans and one surface for agents. I am interested in how to sell to AI agents, how agent-readable products get discovered, priced, purchased, and trusted, and how popular human tools can be reimagined for agents. Examples include Agentmail as mail for agents, content automation APIs, agent-ready marketplaces, and commerce protocols that let agents transact without fragile browser work.

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
  • Obsidian
  • Smart contracts
  • Solana tooling
  • x402
  • ERC-8004 concepts
  • Software architecture
  • Docker
  • Reverse proxies
  • API endpoints
  • Auth layers
  • Private inference endpoints
  • Monitoring
  • Context engineering
  • Multi-agent orchestration
  • Training data curation
  • Automation maintenance
  • Structured extraction
  • Direct HTML parsing
  • Marketplace search
  • Provider fallback design
  • Local scoring
  • Cost-aware systems
  • Stripe automation
  • Checkout flows
  • WhatsApp automation
  • ERC-20
  • ERC-721
  • ERC-1155
  • On-chain reputation
  • Micropayments
  • ACP
  • AP2
  • Polymarket tooling
  • Agent-readable manifests
  • Machine-readable APIs
  • Knowledge bases

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
  • Startup strategy
  • Platform thinking
  • Marketplace design
  • Venture tech audits
  • MVP sprints
  • Automation sprints
  • Tech stack mapping
  • Funnel design
  • Customer journeys
  • Analytics feedback loops
  • Launch mechanics
  • Meme strategy
  • Referral loops
  • Community quests
  • Token launch strategy
  • Incentive design
  • Game economy design
  • Creator workflows
  • Designer onboarding
  • Influencer flows
  • Checkout flow design
  • Operational tooling
  • Workshop facilitation
  • Twitter Spaces
  • Masterclass delivery
  • Ecosystem partnerships
  • Grant positioning
  • AI product positioning
  • Agent-ready product strategy
  • API monetization
  • Responsible innovation
  • Systems thinking
  • Scenario planning
  • Tech trend analysis
  • AI search optimization

Favorite OSS Projects

Go / 4,829 stars

taigrr/spank

MacBook accelerometer experiment for Apple Silicon using IOKit HID.

GitHub
Swift / 9,589 stars

palmier-io/palmier-pro

macOS video editor built around AI workflows.

Python / 79,417 stars

pewdiepie-archdaemon/odysseus

Self-hosted AI workspace for running an open local AI environment.

TypeScript / 42,531 stars

HeyPuter/puter

Free, open-source, self-hostable internet computer environment.

TypeScript / 434 stars

b1rdmania/motif

Game Boy MIDI synthesis engine for searching songs and generating 8-bit versions.

Rust / 3,074 stars

orhun/ratty

GPU-rendered terminal emulator with inline 3D graphics.

JavaScript / 2,496 stars

mutonby/openshorts

Open-source AI video platform for clips, shorts, and self-hosted creator workflows.

GitHub / Content automation

FujiwaraChoki/MoneyPrinterV2

Open-source content automation project for video generation and distribution experiments.

GitHub
JavaScript / 21,837 stars

Anil-matcha/Open-Generative-AI

Open-source image and video generation studio with many model integrations.

Python / 8,769 stars

zubair-trabzada/geo-seo-claude

Claude Code skill for AI search optimization, citability, crawler analysis, and reports.

TypeScript / 72,253 stars

paperclipai/paperclip

Open-source app for managing agents at work.

Python / 205,995 stars

NousResearch/hermes-agent

Agent framework from NousResearch focused on personal growth and long-running use.

TypeScript / 744 stars

AgentWorkforce/relay

Hosted messaging store and router for agent communication and retrieval.

TypeScript / 32,499 stars

gitroomhq/postiz-app

Agentic social media scheduling tool for publishing workflows.

TypeScript / 51 stars

zernio-dev/latewiz

Open-source content scheduler powered by the Zernio API.

TypeScript / 72 stars

zernio-dev/zernflow

Open-source ManyChat alternative for visual chatbot and social automation flows.

TypeScript / 20,722 stars

snarktank/ralph

Autonomous AI agent loop that runs until product requirements are complete.

Python / 94,435 stars

hacksider/Deep-Live-Cam

Real-time face swap and one-click video generation from a single image.

Python / 81 stars

filliptm/Video-Caption-Suite

Batch video captioning with a vision-language model.

GitHub
Python / 128 stars

filliptm/ComfyUI_FL-HeartMuLa

ComfyUI nodes for multilingual AI music generation with lyrics.

GitHub
Python / 3,738 stars

HeartMuLa/heartlib

Open-source music generation model repository.

GitHub
TypeScript / 1,411 stars

Nearcyan/vibecraft

Experimental vibe-building project.

GitHub
TypeScript / 213 stars

ilkerzg/ad-assets-generator

Generator for ad assets and creative production experiments.

Python / 9,294 stars

freemocap/freemocap

Free motion capture tooling for accessible capture workflows.

TypeScript / 45,278 stars

KeygraphHQ/shannon

Autonomous white-box AI pentester for web applications and APIs.

TypeScript / 2,513 stars

itshover/itshover

Interactive icon system built around motion and intent.

Python / 287 stars

dabit3/fabricate

Research tool for fabricating GitHub personas with generated repositories.

GitHub
TypeScript / 6,628 stars

thewh1teagle/vibe

Local transcription app for owning the transcription workflow.

TypeScript / 749 stars

TheOrcDev/warcraftcn-ui

Accessible retro-inspired UI components for modern web and app interfaces.

TypeScript / 171 stars

0xGF/avatar-3d

3D avatar project for web interfaces and experiments.

GitHub
C++ / 1,050 stars

flopperam/unreal-engine-mcp

MCP integration for Unreal Engine agent workflows.

10,131 stars

ZeroLu/awesome-nanobanana-pro

Curated prompt examples and resources for Nano Banana pro image workflows.

Python / 2,516 stars

vita-epfl/Stable-Video-Infinity

Infinite-length video generation research with error recycling.

TypeScript / 18,654 stars

elizaOS/eliza

Open-source agentic operating system.

HTML / 5,571 stars

ultrasecurity/Storm-Breaker

Security research tool for social-engineering awareness and device-signal testing.

TypeScript / 141,729 stars

firecrawl/firecrawl

API for search, scraping, and interacting with the web at scale.

Python / 25,225 stars

Anjok07/ultimatevocalremovergui

GUI for vocal separation using deep neural networks.

GitHub
HTML / 5,561 stars

ngxson/smolvlm-realtime-webcam

Real-time webcam demo with SmolVLM and a llama.cpp server.

JavaScript / 658 stars

l-portet/tiktok-warmup-bot

TikTok account warmup automation experiment.

GitHub
Batchfile / 1,555 stars

Tavris1/ComfyUI-Easy-Install

Portable ComfyUI installer for Windows, macOS, and Linux.

GitHub
TypeScript / 5,126 stars

cloudflare/vibesdk

Open-source vibe-coding platform built on the Cloudflare stack.

TypeScript / 6,214 stars

x402-foundation/x402

HTTP-native payments protocol for the internet.

GitHub / Prediction markets

suhailkakar/prediction-market-starter-kit

Starter kit for prediction-market products, market creation, trading flows, and crypto-native experiments.

GitHub
Python / 67,634 stars

unslothai/unsloth

Studio and tooling for training and running open models locally.

GitLab / MIT

here_forawhile/terminalphone

Encrypted push-to-talk voice communication over Tor hidden services.

GitLab