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Achievements

Achievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Quickdraw

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Ishant5436/README.md

Hi, I'm Ishant 👋

I build autonomous AI agents and quantitative trading systems — software that plans, executes, and learns with minimal supervision.

What I work on

  • 🤖 Autonomous agents — multi-agent orchestration, LLM tool use, and self-improving execution loops
  • 📈 Quant & trading infrastructure — ML-driven bots, honest backtesting harnesses, and execution engines for crypto markets
  • ⛓️ Solana & Web3 — payment-indexed services, DeFi tooling, and on-chain settlement
  • 🛠️ Developer tooling — infrastructure that makes AI coding agents reliable in production

Selected projects

Project What it is
polymarket-btc-bot ML-driven, gasless trading bot for Polymarket's 5-minute BTC markets — LightGBM inference, real-time Binance streams, post-only maker execution on Polygon
pyrycode Process supervisor for Claude Code — crash recovery, session resume, attach/detach, and a Unix-socket control plane, written in Go
SolCloud Middleware that auto-provisions isolated Cloudflare R2 storage buckets, gated by a Solana payment indexer — no human in the loop
FundWise Reverse Splitwise on Solana — pooled group funds with on-chain settlement

Stack

Python · TypeScript · Rust · Go · Solana · FastAPI / NestJS · LightGBM / applied ML

How I contribute to open source

Minimal, surgical diffs — scoped to the issue, with tests passing locally before any PR goes up.

📫 Open to collaborating on agents, quant tooling, and Solana projects — open an issue on any of my repos to get in touch.

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  1. polymarket-btc-bot polymarket-btc-bot Public

    ML-driven, gasless trading bot for Polymarket's 5-minute BTC resolution markets. LightGBM inference, real-time Binance streams, post-only maker execution on Polygon.

    Python 1 1