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20 years in engineering. Production AI after the prototype.
Most AI systems fail for boring reasons.
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LLM-powered synthetic data generation. Declarative schema API, intelligent caching, batching. Multiple providers: Ollama, SGLang, MLX, vLLM.
Metrics collection for LLMs and AI agents. Track performance, latency, and usage across agents, tools, and API requests.
AI-powered penetration testing framework. Web vulnerability scanning with local AI analysis using Python 3.14 free-threading.
Distribution intelligence for outreach opportunities. Reddit scraping with AI analysis and SEO content generation.
//past work includes BBVA, Santander, Bankinter, El Corte Inglés, Decathlon, Google