At Ingeniería Cóndor, I developed Python and LangChain RAG pipelines for manufacturing virtual assistants, generating SQL with 92% query accuracy across Oracle and PostgreSQL databases. I also built FastAPI services on Oracle Cloud that handle 1,200+ daily requests at sub-200 ms latency.
I built an industrial IoT conversational agent using 18 read-only PostgreSQL tools, then hardened it with prompt-injection sanitization, per-user token budgets, and rate limiting. My work there also included a self-hosted lip-sync avatar microservice and GRU models forecasting temperature and humidity across 12 sensors.
At Dot Com Media Moguls, I contributed to a production monorepo with 60+ active AI agents, delivering eight end-to-end features and a 174-scenario testing framework. I also led Google CASA Tier 2 security compliance, addressing high-severity IDOR vulnerabilities and adding secure-fetch guards and AES-256-GCM encryption.
I built ZAPI, my multi-tenant WhatsApp sales SaaS, with LangChain ReAct sales agents, Gemini Vision payment verification, and voice-note transcription. I take security, privacy, and cost seriously, and have also built open-source projects including a voice RAG assistant and ChatPDF.
