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04 // OPEN SOURCE • PROTOTYPES • EXPERIMENTS

Builder's Hub

I don't just market products—I engineer, prototype, and build them. Understanding smart contract mechanics, quantitative pipelines, and developer tooling enables me to market with absolute conviction.

• LIVE EXPERIMENT

hirys.fun

A pump-style memepad built on the Irys network. Designed to experiment with decentralized storage, fair-launch token mechanics, bonding curve liquidity, and community gamification.

1,000+

Users in Week 1

20,000

$IRYS Testnet Tokens

Supported

By Irys Team

$ git status --short

M src/contracts/BondingCurve.sol

M src/services/IrysBundler.ts

$ testnet deployment --network irys

> Connected to Irys datastream

> 1,000+ active wallet addresses recorded

> Leaderboard & airdrop farming operational

> Status: Active Development

Open Source Codebases & Systems

Node.js · Finance Engine JavaScript

Telegram Market Intelligence Bot

Production-grade market terminal on Telegram delivering instantaneous quotes, momentum metrics, and synthesized macroeconomic catalysts across crypto and equities.

  • Multi-asset support: Crypto (Binance), Equities, Indices & ETFs (Yahoo Finance Chart API).
  • Dual-mode synthesis: Free deterministic financial heuristics + optional Gemini 2.5 Flash editorial analysis.
  • Real-time RSS news aggregation with Jaccard token similarity deduplication.
  • Zero-dependency public endpoints with interactive Telegram inline keyboards.
github.com/harshilshah23/telegram-market-bot View Repo →
Pipeline · NLP Curation Node.js / RSS

Crypto News Signal Engine

Hyper-focused news intelligence bot engineered to monitor, filter, deduplicate, and continuously broadcast high-signal crypto insights without noise.

  • Multi-stream ingestion across NewsAPI, CoinDesk RSS, Google News, and Yahoo Finance.
  • Multi-factor filtering engine rejecting clickbait, price spam, and stale publications.
  • Editorial bias classification (🟢 Bullish / 🔴 Bearish / ⚪ Neutral) with "Why It Matters" briefs.
  • Rolling 48-hour cross-outlet cluster deduplication store.
github.com/harshilshah23/crypto-news-bot View Repo →
Quant · Backtesting Python

EMA/SMA Crossover vs HODL Strategy

Algorithmic trading model and backtesting engine comparing trend-following moving average crossover systems against long-term buy-and-hold benchmarks.

  • Calculates 20-period short-term EMA cross over 100-period long-term SMA with dynamic position shifts.
  • Automated risk controls featuring a -5% cumulative drawdown stop-loss safeguard.
  • Quantitative risk metrics: Sharpe Ratio (annualized over 252 days) and Maximum Drawdown analysis.
  • Matplotlib visualization of portfolio equity curves, entry/exit triangles, and price volatility.
github.com/harshilshah23/EMA-SMA-crossover... View Repo →
Web3 · Smart Contracts Solidity

ERC-20 Token Architecture

Standard-compliant fungible smart contract implementation built using audited OpenZeppelin primitives, designed for verifiable onchain transfers.

  • Built on top of OpenZeppelin ERC-20 security standards.
  • Configurable initial supply, decimals, and gas-optimized transaction mechanics.
  • Deployed and verified on EVM testnet environments using Remix and Truffle.
github.com/harshilshah23/ERC-20-token View Repo →
AI Agents · Multi-Agent Trading Python / FastAPI

BingX Agentic Trader Engine

Autonomous multi-agent algorithmic trading architecture integrating specialized orchestrator agents, real-time market monitoring, risk management tooling, and exchange execution pipelines.

  • Multi-agent orchestration system coordinating analyst, risk, and execution subagents.
  • Modular agent memory, state management, and strategy routers built on FastAPI.
  • Autonomous live exchange market monitoring and automated order lifecycle safeguards.
github.com/harshilshah23/BingX-GITB View Repo →
Decentralized AI · Compute Web3 / AI

Infer3 — Decentralized AI Inference

Infrastructure and coordination protocols exploring decentralized artificial intelligence inference, distributed model execution, and verifiable compute verification.

  • Architectures for distributed machine learning model inference across decentralized nodes.
  • Verifiable inference protocols and cryptographic compute validation mechanics.
  • Incentive layer alignment for decentralized GPU compute providers and consumers.
github.com/harshilshah23/Infer3 View Repo →

Technical & Analytical Stack

DATA & QUANTITATIVE

Python, SQL, Pandas, Matplotlib, Power BI, Excel, Tableau, Teradata, Ab-Initio, Unix shell scripting.

SMART CONTRACTS & WEB3

Solidity, OpenZeppelin, Remix, Truffle, Web3.js, Irys Network, EVM (Arbitrum, Polygon, Ethereum, BSC).

ONCHAIN INTELLIGENCE

Dune Analytics, Arkham Intelligence, Bitquery, DEXTools, DexGuru, CoinGecko Terminal, Etherscan.