Build. Grow. Break.

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

A 24/7 low-latency trading system on Polymarket's 5-minute, 15-minute and 1-hour BTC / ETH / SOL / XRP up-or-down crypto markets, resolved by Chainlink oracles - a Python prototype rewritten into Rust.

The signal core detects when a coin's spot price deviates from the slot's opening price and bets that the direction holds through resolution. Latency was engineered from ~500ms to ~50ms; the final Rust rewrite signs orders in 2ms instead of Python's 15ms and eliminates 50-100ms of GC jitter outright.

Strategy discovery is systematic: 750,000+ orderbook snapshots feed regime detection and a confirmation matrix that gates entries, and a scan pipeline prunes strategy-coin combos until zero losing combos remain - then emits the deployable config.

• Latency chain: Python subprocess -> py-clob-client SDK with persistent connections -> VPS placement against the CLOB edge -> Cloudflare Worker relay with placement pinning -> full Rust rewrite of the monitor.
• Scan pipeline: ungated sim for the raw trade universe -> per-combo gate search -> toxic-pair scanning -> gated verification sim -> prune and re-verify until zero losing combos remain.
• Regime detection: cross-slot outcome autocorrelation splits markets into TRENDING, MIXED and CHOPPY; the winning strategies read orderbook microstructure to catch informed flow in choppy markets, which dominate 80% of the time.
• CLOB execution lessons: wait out Polygon's batched settlement before selling, sell 97% of shares to dodge sub-cent rounding, never fire a sell while a live order is resting.
• Fact-check tooling: a script rebuilds any trader's complete on-chain history to debunk fabricated PnL screenshots - published as X Community Notes, one of which landed on a 1M-impression post.

Behind it sits the analytics layer: a TypeScript market-analytics CLI scanning up to 500 live markets via the Gamma and CLOB APIs for spreads, mispricings and opportunity ranking - strategy research across all markets.

Direction: a strategy vault - users deposit, and the optimized strategies run in the background.

Solana-native anime arcade with $GTO and SOL wagering across seven games.

A wagering arcade on Solana mainnet: Phantom wallet connect, stake escrow, Helius RPC, Pusher real-time PvP and automated payouts, alongside a 10-tier token faucet and 174 generated character pages. OniBaku Showdown runs the full on-chain flow in production.

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

Production Telegram verification bot guarding crypto communities from spam and scams - communities on the same preset share one blocklist, a shared immune system.

Every join attempt runs a six-layer verification gate: global blocklist cross-reference, GeoIP country captured server-side by a Telegram Mini App, phone-registration country via MTProto, display-name regex against admin and official impersonation, bio scan for shill keywords and link patterns, and Telegram's own report_spam signal. First failed check is an instant ban with full metadata; a clean pass gets a single-use invite link.

The blocklist powers a public threat-intelligence dashboard: an interactive visualization with a live network map of how spam clusters connect across communities, threat categories and blocking velocity.

• 3,800+ flagged accounts on the global blocklist, 2,800+ inactive accounts tracked, 4,400+ bios scanned and stored.
• /audit needs no admin: scans up to 10,000 members of any group; a search-iteration trick breaks the API ceiling to reach 40,000+ members of a 100k group.
• /clean 4-pass admin sweep: quick checks, Telethon bio scan, restricted users and ban-list import.
• Per-community presets: JSON config per community - shared blocklist within a preset, isolated blocklists across presets.

Proof-gated findings

Solo-built AI security audit stack: 5,400+ detectors, an MCP memory server and machine-enforced proof gates.

An operator-run harness that orchestrates multiple AI coding agents through a canonical audit pipeline: detector scans, commit mining, exploit conversion and a strict completion gate. Detector modules span EVM, Rust, Go, Solana, Move, Vyper and ZK frameworks; 130+ codified pre-submission checks fail closed unless a finding carries a runnable proof. 1,060 commits in its first three weeks of development.