I build trading execution systems — software that turns a trading idea into orders that actually reach a venue, and the tests that prove it behaves before real money moves. Rust and C++20 engines, order books, market-making platforms and venue adapters, written from measurement rather than documentation.
Where I trade: sports betting exchanges and prediction markets (Polymarket, Kalshi, Smarkets), crypto spot and perpetuals, DeFi and memecoin liquidity onchain, and traditional markets — forex, NSE options and equities, NASDAQ and ES futures, and SPX options through IBKR.
How I work: paper first, with live order paths gated behind explicit risk checks. Research is reported as measured, including when the answer is no — one market-making study on real Kalshi data finds that spread capture does not pay, and that result stays in rather than being tuned away.
Investing: portfolio construction across equities and real estate, plus a crypto portfolio system that is still a design specification.
Early-stage work stays public instead of hidden, and every repository that is in development or design-only says so at the top of its page — a profile is only useful if you can tell the difference.
| Category | Portfolio | What's in it |
|---|---|---|
| 🏇 Sports Betting | Algorithmic Sports Betting | Hub — exchange arbitrage, outcome modelling and staking across football, basketball and horse racing |
| Horse Racing Quant Platform | UK racing — point-in-time features, calibrated probability models, EV staking, walk-forward backtests | |
| Smarkets Sports Quant Trading | Quantitative strategies on the Smarkets betting exchange | |
| Kalshi Sports RFQ Combo Pricing | Multi-leg sports parlay pricing — Gaussian copula fitted on real settled games, paper market making | |
| Kalshi Sports RFQ Market Maker | Adverse selection measured against real settlements — finds spread capture does not pay; 977 tests | |
| NBA Prediction Edge | NBA Playoffs — injury-driven signals with cross-market momentum lag on Polymarket | |
| MatchCall | World Cup prediction market on Solana, settled onchain via SPL escrow | |
| FairPlay Onchain Sportsbook | Fully-collateralised sports betting on Ethereum — Solidity, indexer, Next.js | |
| 🎯 Prediction Market | Prediction Market Algorithmic Trading | Hub — Polymarket execution research, copy trading, Kalshi integration, an onchain pari-mutuel protocol |
| Polymarket Live CLOB Research | Rust — replays real Polymarket data to find where theoretical edge disappears under real execution | |
| Polymarket Copy-Trading Engine | Rust — paper and live behind one adapter seam; 341 tests, 0 unsafe | |
| Kalshi BTC Integration | Paper-first Kalshi execution layer for a BTC bot — order translation, idempotent submission, reconciliation | |
| 🦄 DeFi Trading | DeFi Algorithmic Trading | Hub — onchain execution against DEX liquidity and the protocols it trades against |
| Hook Explorer | Uniswap v4 pre-trade risk — decodes what a hook may do to your swap; 383+ tests, Playwright in CI | |
| Delta-Neutral Yield Vault | ERC-4626 basis trade — lending long + perp short, keeper rebalancer, PnL reconciled to NAV | |
| ⚡ DeFi HFT | Uniswap Mempool Sniper | Six-agent mempool bot — pending-tx watch, new-pool detection, pre-buy safety gate, execution |
| ₿ Crypto Trading | Crypto Trading Strategies | Hub — statistical arbitrage, ICT smart-money and mean reversion across Binance, Phemex, HyperLiquid |
| Crypto Algorithmic Trading Projects | 20+ strategies — backtesting engines, paper-trading systems and live bots | |
| Crypto Medium-Frequency Trading | 1s–15m timeframe system with backtesting and multi-exchange support | |
| Perp Funding & Basis Arbitrage | Delta-neutral cross-exchange carry — cost model, portfolio optimiser, multi-leg execution; paper only, 484 tests | |
| Delta Exchange Crypto Trading | Perpetual ↔ MT5 cross-venue hedging — inverse-contract delta, two-leg execution with recovery | |
| Crypto ICT Pine Strategies | Non-repainting Pine v6 — ICT liquidity sweep reversal and volume-profile continuation | |
| 🏎️ Crypto HFT & Market Making | Crypto Market-Making Engine | C++20 MM execution platform — exchange-agnostic core, shared paper/live engine, authoritative risk |
| Crypto HFT Market Making System | C++, Rust and Python MM bot templates — single- and multi-exchange | |
| Crypto Exchange Development | Order books, matching engines, venue simulators and exchange-agnostic connectivity | |
| 🐸 Memecoin Trading | Memecoin Algorithmic Trading | Mempool sniping with onchain safety screening, and pump.fun-style launchpad mechanics |
| 💼 Crypto Investment Portfolio | Crypto Portfolio AI System | LSTM/Transformer prediction, RL allocation, auto-rebalancing — design spec, not implemented |
| 📈 Trading | Forex Trading Strategies | MQL5 Expert Advisors with custom parametric oscillators and Strategy Tester reports |
| TradingView Pine Script | Non-repainting ICT strategies with written repainting audits, futures scripts, ES indicator toolkit | |
| ATAS & Order Flow | Tape speed and range bars — Pine implementations of ATAS order-flow concepts | |
| NSE Option Trading Strategies | NIFTY/BANKNIFTY F&O — put-call parity arbitrage, ICT options scalping via Kite and XTS | |
| NSE Equity Trading Strategies | Intraday systematic entries on NIFTY 50 and F&O-eligible stocks | |
| NASDAQ Futures Trading Strategies | NQ/MNQ intraday ICT and opening-range execution through IBKR TWS | |
| ES Futures Trading Strategies | E-mini S&P 500 breakout and ICT structure, TradingView Pine into IBKR | |
| SPX & SPY Trading Strategies | 0DTE and short-dated index options — credit spreads, iron condors, butterflies via IBKR TWS | |
| Interactive Brokers (IBKR) Trading Bots | Live SPX options automation on the TWS API — 3 published engines, credentials and client data removed | |
| NASDAQ Equity Trading Strategies | Systematic single-name US equity work — in development | |
| Taiwan HFT Trading Strategies | Low-latency trading on TWSE and TAIFEX — in development | |
| ASX Trading Strategies | Australian Securities Exchange systematic trading — in development | |
| Algo Trading Competitions | Agent arenas, prop-firm evaluations and quant tournaments | |
| Algo Trading Hackathons | Trading-mechanic hackathon projects with verifiable outcomes | |
| 🏦 Investment | Investment Management | Portfolio construction across equities and real estate |
Product concepts of my own, in development. Each says plainly what is built and what is only scoped — none is presented as shipped.
| Portfolio | What's in it | |
|---|---|---|
| 🗂️ | Administrative App | High-stakes performance management — ratings driving reward and retention, with audit and appeal paths |
| 💘 | Dating App | Matching, discovery, trust & safety — in development |
| 🎉 | Home Party App | Group event hosting — a working non-custodial shared-cost pot, wider product in development |
| 📚 | Group Study App | Collaborative learning — built on real Rust and low-latency C++ curriculum; app in development |
Reimplementations of established consumer platforms — chosen because rebuilding a product at scale is the fastest way to meet the problems its engineers solved.
| Portfolio | What's in it | |
|---|---|---|
| 📘 | Facebook App | Social platform — feed ranking, social graph, read-time privacy enforcement; in development |
Writing across long-form, screen and live formats. All of it is in development, and each entry says so — none is presented as published work.
| Portfolio | What's in it | |
|---|---|---|
| 🧠 | Philosophy Writing | Essays and long-form philosophical writing — in development, not yet published |
| 📖 | Novel Writing | Long-form fiction — structure, drafting and revision; in development |
| 🎬 | Film Writing | Feature and short-film screenwriting — structure published, scripts not yet released |
| 📺 | Web Series Writing | OTT series development — episode arcs and season structure; in development |
| 🎤 | Reality Shows Writing | Format writing for live reality shows — rounds, contestant arcs, show-day scripting; in development |
| Portfolio | What's in it | |
|---|---|---|
| 🚀 | Startup & Fundraising | Grant applications, investor materials, and the tested systems behind them |
Each portfolio separates what has been independently executed from what a repository reports about itself, and self-declared limitations are preserved rather than hidden — if a system says it is at phase 10 of 16, that line stays in.
Where a README's numbers didn't match the code, I corrected them in both directions: one project claimed 91 end-to-end tests and has 68; another claimed 230 and has 269.
Repositories that contain a design document and no implementation say so in a banner at the top, and are never listed as built work.
If you want to check something rather than take my word for it, every featured project lists the clone-and-run command that reproduces its numbers.
All repositories are mapped in the complete repository map — every one labelled as built code, a design specification with no implementation, or learning/archived work.
Working in: Rust · C++20 · TypeScript · Python · Solidity · Go