Ignacio Rotth
Fullstack Software Developer | Blockchain, Fintech & AI
A website can rank well on Google and still be missing from AI-generated recommendations.
That's one of the reasons I started offering GEO audits through CiteFrame.
SEO and GEO share a lot of technical groundwork, but they don't measure quite the same thing.
With CiteFrame, I test real buyer-intent queries across AI engines to see which brands get mentioned, cited, or recommended.
Then I look at the technical and content gaps behind those results and turn the findings into actionable fixes.
If you're curious about what one of these audits looks like, here's the service:
https://www.upwork.com/services/product/marketing-ai-visibility-geo-audit-for-chatgpt-and-leading-ai-engines-2100574296686259896?ref=project_share&tier=2
https://contra.com/s/WlEZZg6W-ai-visibility-and-geo-audit
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Built and delivered a structured GEO audit system that measures how brands are discovered, described, compared and cited across leading AI engines. The workflow combines live model evaluations, crawler accessibility testing, technical analysis, competitor evidence, factual support verification and implementation-ready remediation.
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Co-founder | October 2024 – July 2026
Led reactive trading platform (Spring WebFlux + Redis) scaling to 12k req/s with 99.99% uptime and 45% latency reduction in risk engine.
Implemented full ERC-4337 Account Abstraction pipeline (BIP-44 HD wallets, CREATE2 Smart Accounts, Pimlico gas sponsorship).
Integrated MCP agents into CI/CD for automated PR validation.
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Lead Architect & Developer (Freelance) | July 2026 – Present
Built visual AST strategy builder (React Flow) that compiles JSON logic into native Java Predicate trees evaluated in microseconds.
Engineered sub-millisecond bidirectional gRPC bridge between Spring WebFlux and MetaTrader 5.
Designed zero-allocation RingBuffer cache and Cold-to-Hot stream aggregator to eliminate GC pauses under high-frequency ticks.
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