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@market-systems-lab

Market Systems Lab

Operator-led DeFi strategies and market-making systems.

Market Systems Lab

👋 Hi! We are a small independent team of Web3, DeFi and market infrastructure specialists.

This GitHub profile contains tools, bots, research scripts, analytics systems and infrastructure developed across several years of work with DeFi protocols, on-chain data, market monitoring, automation workflows, strategy research and prediction market operations.

Most repositories are published as archived portfolio code, so active development may not be visible here.❗️


Areas of Work

Web3 & DeFi Strategies

Research and active participation in DeFi protocols: yield strategies, ve-models, staking mechanics, liquidity incentives, capital allocation and protocol-specific risk factors.📈

Prediction Markets & Market Making🤖

Active work with prediction markets such as Polymarket and Predict.fun.

We run limit-order-based market-making strategies, provide liquidity across different markets and build and operate trading systems focused on direct arbitrage, execution optimization and low-latency reactions. Our work includes order book monitoring, pricing logic, market resolution analysis, inventory and risk management across binary and multi-outcome markets.

Quantitative Research

Scripts and systems for strategy backtesting, event-based analysis, market reaction studies, yield comparison, risk/reward estimation and historical behavior analysis.📊


Repository Types

The repositories in this profile include:

Category Examples
DeFi Research DeFi protocol research tools, yield and ve-model analysis tools
Wallet & On-chain Analytics Wallet and transaction checkers, on-chain data parsers, airdrop and eligibility analyzers
Data Infrastructure Data extraction and aggregation scripts, API integrations, reporting utilities
Prediction Markets Prediction market analytics tools, market-making and liquidity monitoring utilities
Trading Infrastructure Trading and exchange API utilities, low-latency analytics experiments
Automation Telegram and Discord bots, workflow automation tools, task runners
Quantitative Research Strategy backtesting scripts, event-based analysis tools
Risk Management Risk monitoring utilities, position and exposure tracking tools
Archive Archived internal experiments and prototypes

Repository Status

Most repositories are published as archived portfolio code.❗️

Some projects may contain outdated dependencies, deprecated APIs or assumptions that were valid only during a specific market period.

Unless explicitly stated otherwise, repositories should be treated as examples of previous applied work rather than production-ready software.

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  1. universal-sweeper universal-sweeper Public

    A TypeScript CLI tool that sweeps ERC-20 token balances from multiple EVM wallets into native ETH. It can also unwrap WETH and transfer a percentage of the native balance to a destination address.

    TypeScript 1

  2. defi-backtests-playground defi-backtests-playground Public

    Research repository for interval-based market-making strategies on Uniswap V3, with backtests run over real minute-level Ethereum pool data.

    Jupyter Notebook 1

  3. uniswap-position-monitor uniswap-position-monitor Public

    A lightweight Telegram bot that monitors your Uniswap V3 concentrated-liquidity positions on Base in real time.

    TypeScript 1

  4. polymarket-testbench polymarket-testbench Public

    A research/prototyping server for Polymarket's BTC 15-minute "Up or Down" markets.

    TypeScript 1

Repositories

Showing 10 of 14 repositories

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