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pranay123-stack/README.md

Pranay Gaurav

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.


Trading and Investing

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

Creative Tech Ideas

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

Competitor Tech Apps

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

Creative Field

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

Ventures

Portfolio What's in it
🚀 Startup & Fundraising Grant applications, investor materials, and the tested systems behind them

A note on how I present work

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

📫 pranaygaurav4555@gmail.com

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