Vuk.Digital / Independent web3 operator

Build. Grow. Break.

Web3 products shipped solo with AI-agent workflows: trading tools, Telegram infrastructure, on-chain games. A growth practice built across 50+ brands since 2021, and security research that holds every finding to runnable proof.

[ Verifiable signals ]
01 / Services

What I do, end to end

S/01

Product and tool builds

Full builds shipped solo with AI-agent workflows: Telegram bots, trading dashboards, landing pages, on-chain games and internal ops tools. Recent output includes a production anti-spam system, a live Solana arcade, deployed marketing sites and an internal operations prototype for an off-chain business - from brief to deployed product.

S/02

Trading and market infrastructure

Prediction market and on-chain trading tooling: trading bots, market scanners, orderbook analytics and opportunity ranking. I build these for my own use first - a Rust trading bot built inside Polymarket's invite-only Builders Program runs live 24/7, backed by an analytics CLI that scans up to 500 live markets per run.

S/03

Smart contract security research

An AI-agent audit practice built on Auditooor, my own harness: 3,827 detector modules across EVM, Rust, Go, Solana, Move and ZK stacks, with 130+ machine-enforced checks that kill any finding lacking a runnable proof. Active competition work on web3 audit platforms; targeted reviews by arrangement.

S/04

Growth and go-to-market

The original practice: GTM strategy, community growth and retention, content and campaign execution for web3 products. Three years agency-side (RZLT, 2021-2024) across 50+ client and partner brands, from layer-1 protocols to trading platforms and NFT marketplaces.

S/05

Community protection and operations

Telegram community protection in production: a six-layer verification gate, name and bio pattern screening, and at-scale member audits of existing groups. The GTO anti-spam stack protects 10+ live communities with a 3,800+ account shared blocklist and can audit up to 10,000 members of any group without admin permissions.

02 / Selected work

Outcome first

What each build achieved, then how it works. Anything marked live links to the production deployment.

W/01Trading

Polymarket Trading Stack

Profitable across two live accounts - accepted into the Polymarket Builders Program

A Rust trading bot that trades Polymarket's short-term crypto markets 24/7 - profitable on two live accounts and fast enough to win the latency race.

  • ~500ms to ~50ms order latency: the Rust core signs orders in 2ms where the Python prototype took 15ms.
  • Strategies proven, not guessed: 750,000+ orderbook snapshots feed a scan pipeline that prunes strategy-coin combos until zero losing combos remain.
  • Public track record: every trade verifiable on-chain at @vuk5minmarkets - accepted into Polymarket's invite-only Builders Program.

Rust, Tokio, Polymarket CLOB/Gamma, Chainlink Data Streams, TypeScript, Node

Polymarket Builders Program Track record / @vuk5minmarkets
W/02On-chain game

Great Teacher Onizuka Arcade

Live site

Live on Solana mainnet - seven games, $GTO and SOL wagering

A live Solana arcade where players wager $GTO or SOL across seven games and get paid out automatically on-chain.

  • Live on Solana mainnet: Phantom wallet connect, stake escrow and automated payouts.
  • Real-time PvP: OniBaku Showdown runs the full on-chain wagering flow in production.
  • Built to retain: a 10-tier token faucet and 174 generated character pages keep players inside the ecosystem.

React, TypeScript, @solana/web3.js, Helius RPC, Vercel KV, Pusher

Live / greatteacheronizuka.com 7 games / $GTO + SOL wagering
W/03Protection

GTO Anti-Spam Bot

Product page

3,800+ flagged accounts on the shared blocklist - 10+ live communities protected, free

A free Telegram bot that screens every member before they can post - a scammer banned in one community is blocked in all of them.

  • 3,800+ flagged accounts on the shared global blocklist, protecting 10+ live crypto communities.
  • Six checks on every join: blocklist, GeoIP country, phone-registration country, impersonation regex, bio scan and Telegram's own spam signal - first fail is an instant ban.
  • /audit needs no admin rights: scans up to 10,000 members of any group, 40,000+ with the API-ceiling workaround.

Python, python-telegram-bot, Telethon, Turso, Vercel, React, Tailwind

W/04Security

Auditooor

Proof-gated findings

A solo-built AI security audit stack that turns a codebase into proof-backed findings - no runnable exploit, no report.

  • 3,827 detector modules spanning EVM, Rust, Go, Solana, Move, Vyper and ZK frameworks.
  • 130+ pre-submission checks fail closed: a finding without a runnable proof never leaves the pipeline.
  • Multi-agent by design: Claude, Codex, Kimi and MiniMax driven through one canonical pipeline - 1,060 commits in its first three weeks.

Python, Bash/Make, Model Context Protocol, multi-agent orchestration (Claude, Codex, Kimi, MiniMax), Slither/Glider, Foundry

130+ proof gates No runnable PoC, no finding
[ Client builds ] 3 builds - anonymized, client names withheld
C/01Web / 3D

3D Product Site for a Germany Integration Platform

Immersive React 19 + Three.js landing site shipped

An immersive 3D product site for a platform that helps refugees, international students and skilled workers integrate into Germany - a landing page that sells the product the moment it loads.

  • Full 3D canvas hero in React 19 + Three.js with bloom and vignette post-processing.
  • Four product spaces - housing, jobs, white-label banking and verified identity - behind an IDnow-style 4-step verification flow.
  • Ships itself: automated CI/CD to GitHub Pages on every push to main.

React 19, Three.js, @react-three/fiber, @react-three/drei, @react-three/postprocessing, Framer Motion, Vite, TypeScript, GitHub Actions, GitHub Pages

Shipped
C/02OCR / PWA

Mail sorting assistant for national postal operator

Camera OCR reads the envelope, instantly shows the right sorting shelf

A camera app for postal sorting staff: point a phone at an envelope and the right shelf number appears in large text - no typing, no server, no waiting.

  • Dual OCR worker pool halves perceived latency by processing camera frames in parallel.
  • 14 postal districts covered with qualifier-aware fuzzy street matching that prevents wrong-shelf hits.
  • Fully offline-capable after first load - every lookup runs in the browser, zero backend dependency.

Vanilla HTML/JS (no build step), Tesseract.js 5 German OCR, static per-PLZ JSON address sheets, Levenshtein fuzzy street matching, Canvas API preprocessing, Vercel

Prototype
C/03Internal ops

Internal Operations Platform for a Private Security Firm

Mobile-first workforce system replacing WhatsApp and spreadsheet coordination

A mobile-first operations platform for a growing private security firm - one system for the full shift lifecycle, replacing WhatsApp threads and spreadsheets.

  • 16 fully implemented screens spanning the employee mobile app and the admin/dispatcher web interface.
  • Role-based access: Employee, Team Lead, Dispatcher/Admin and Super Admin, each with scoped data.
  • Ready for handoff: a structured design brief pack of 7 strategy and design-system documents, with German-language copy for the home market.

React 19, TypeScript, Vite, Tailwind CSS v4, Radix UI, Framer Motion, dnd-kit, Recharts, React Hook Form, Zod

Prototype
[ Now / in progress ] Active research - public benchmark still live
[ NOW ]Quantum research

Reversible Quantum Circuit Optimization for secp256k1 Point Addition

Drove a reversible secp256k1 point-add circuit below the published cost frontier - still optimizing

An entry in a live public quantum-computing benchmark: build the cheapest reversible circuit for one secp256k1 point addition, the core step in running Shor's algorithm against elliptic-curve cryptography.

  • Already below the published reference frontier: a locally validated circuit beats the benchmark's baseline cost, with a deeper modular-inverse rewrite in progress.
  • No shortcuts possible: scored by Toffoli count times peak qubit width under strict reversibility and phase-cleanliness checks.
  • Validated on thousands of hash-derived test points, so the circuit cannot be overfit to a fixed test set.

Rust, reversible / quantum circuit design, secp256k1 elliptic-curve arithmetic, Toffoli + qubit resource estimation, modular-inverse (binary GCD) circuits

In progress Score withheld while benchmark is live
50+ client and partner brands worked across during the RZLT agency years, 2021-2024
3,827 detector modules in Auditooor, a solo-built AI security audit stack
500 live prediction markets scanned per run by the Polymarket market-analytics CLI
3,800+ flagged accounts on the anti-spam bot's shared global blocklist, protecting 10+ live Telegram communities
03 / Brands

Clients, partners, awards

[ Independent ] 21 brands
  • Great Teacher Onizuka
  • Trojaan
  • Bags
  • Cytonic
  • Rentcoin
  • pump.fun
  • Via Network
  • 4meme
  • BullX
  • Nimbora
  • Blastr
  • Sol Shitters
  • WTFRS
  • Juneo
  • NFT Magicians
  • Belgrade Crypto
  • DojoSwap
  • Neroli
  • Master Tattoo
  • MetaTrace
  • UIUX
[ With RZLT - 2021-2024, clients and awards ] 36 logos
  • eesee
  • Delta Reality
  • ALL.ART
  • Sui
  • BlockSplit
  • Cometh
  • CryptoTask
  • Exclusible
  • IBC Media
  • Hypersign
  • Hypermine
  • Homeport
  • Intel
  • ICP Balkans
  • IBetYou
  • JoomBoos
  • LimeChain
  • NEAR
  • Ready Player Me
  • Nouns
  • NEAR Balkans
  • Samsung
  • RIT
  • SolSea
  • Styria Media
  • Zumer
  • amp.net
  • VR ALL ART
  • Definition8
  • MetaSlavs
  • eSync
  • aeternity
  • Filmio
  • NAI Awards
  • IdejaX
  • IAB
04 / About

From growth side to build side

Illustrated portrait of Vuk Tanaskovic
[ Vuk Tanaskovic ] Vuk.Digital / solo operator
One rule covers all of it: every claim, finding or growth number gets proven or dropped.

I spent 2021-2024 agency-side at RZLT, working growth and marketing across 50+ web3 client and partner brands - layer-1 protocols, trading platforms, NFT marketplaces, consumer tech. Since going independent I have become the thing I used to market: a builder.

I ship solo with AI-agent workflows - a Rust trading bot running live 24/7 inside Polymarket's invite-only Builders Program, a production Telegram anti-spam system guarding live crypto communities, a Solana arcade with token wagering, and Auditooor, an AI audit harness with 3,827 detectors that powers my security research on competitive audit platforms.

2021-2024

RZLT / Growth and marketing

Contributing across 50+ web3 client and partner brands, from layer-1 protocols to trading platforms and NFT marketplaces.

2024-now

Independent operator

Accepted into the Polymarket Builders Program, with a Rust trading bot live 24/7; shipped a production Telegram anti-spam system and a live Solana gaming platform; built Auditooor, a solo AI security audit stack now driving active vulnerability research on competitive web3 audit platforms.

06 / Contact

Let's talk.

One operator across build, growth and security research. If something above fits what you need, the fastest route is a direct message.

Direct line - the person you message is the person who ships.