AI Native Builder

I build at the intersection of Web3 & AI. Here are my projects. Try them.

Selected Work

DeFi Portfolio Agent

An AI agent that monitors your Aave positions and proposes transactions. Connect your wallet, ask about your portfolio, and see human-in-the-loop AI in action.

AI Role: LangGraph workflow orchestration, Claude-driven decision logic, and human-in-the-loop transaction design.

LangGraph · Claude · Web3.py · Aave V3

Aerodrome AI Launchpad

AI-powered launch flow for deploying ERC20 tokens and bootstrapping liquidity on Aerodrome. From idea to on-chain in one guided flow.

AI Role: AI-assisted contract generation, liquidity pool configuration, and end-to-end launch workflow.

Solidity · Aerodrome · Base

Voice Wallet

"Speak to Pay." A self-custodial browser wallet that executes transactions via natural language. An experiment in human-centric Web3 UX.

AI Role: Natural language intent parsing, transaction parameter extraction, and user confirmation flow.

TypeScript · EVM · Browser Extension

Quantitative Strategies

Options Strategy

Systematically selling covered calls on BTC. 10 settled trades, 100% win rate. Manually executed, tracking continuously.

Funding Rate Arbitrage

Cross-exchange funding rate monitoring with a custom-built system (Sentinel). 3 manual trades executed based on its signals — all profitable.

Detailed write-ups:

Code for these strategies is private. Results and performance data available upon discussion.

Writing & Thoughts

Foundation

Master's in CS (NLP / AI). 3 published papers on semantic retrieval & neural ranking. Applied LLMs to video semantic search at a major tech company — shipped.

Details ▸

Papers:

  • — TGTR: Topic-Grained Text Representation-based Model for Document Retrieval (ICANN 2022) arXiv ↗
  • — DADR: A Denoising Approach for Dense Retrieval Model Training (APWeb-WAIM 2023) Proceedings ↗
  • — TSAR: Training Strategies for Academic Retrieval ACM ↗

Industry:

Applied LLMs to video semantic search at a major tech company. Improved Recall@40 from 62.87% to 87.22% using RocketQA-based retrieval pipeline with reinforcement learning reranker. Shipped to production.

Contact

I'm open to remote opportunities in Web3 & AI. If my work aligns with what you need, let's talk.