Hi, I'm Alex.
- Web3Fuel Founder
I started Web3Fuel after one too many "How did that bridge get hacked?" moments.
As a DeFi user, I was tired of crossing my fingers every time I bridged assets, so I decided to actually understand the infrastructure.
Turns out, most bridge hacks follow predictable patterns. Most security issues are preventable. And most documentation assumes you already know what you're trying to learn.
Web3Fuel exists to make blockchain infrastructure safer and more accessible.
Through protocol analysis, security research, and practical tools, I help developers and users navigate the multi-chain ecosystem with confidence.
These aren't just numbers. They represent real people who trusted infrastructure that wasn't ready. By analyzing what went wrong, documenting best practices, and building security tools, Web3Fuel helps the ecosystem learn from past mistakes.
Lately the work has moved toward AI-driven market analysis tools.
The Macro Scanner is the main one — an AI pipeline that ingests macro news, runs deep-dive research on the highest-impact stories, and produces specific ticker trade calls with entry/target/stop. It's been running continuously since February 2026 with 86% directional accuracy across 144 resolved trades, and 94% on highest-confidence calls.
Around it: a Polymarket monitor that flags unusual liquidity spikes on prediction markets, and a Discord bot framework that ties the alerts together. Every prediction is tracked, scored against actual market data, and the feedback loop is wired into the model's prompt to calibrate future calls.
Open to roles where AI-driven analysis meets real-world decisions — particularly in financial markets, asset management, or any space where calibrated AI signals create measurable value.
More tools, deeper analysis, broader scope.
The macro scanner will keep growing — better calibration, larger sample size, more transparent methodology. The Web3 security work continues alongside it: assets will flow between chains, protocols will communicate across networks, and that only works on secure foundations.
Whether the next chapter is AI for markets, AI for security, or both — the principles stay the same. Track what you predict, score honestly, learn from outcomes.
Whether you're working on AI-driven analysis, cross-chain infrastructure, or want to chat about how to build systems that learn from their own predictions — I'd love to hear from you.
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