⚙️ She leads the AI layer: design, development and implementation of the call evaluation architecture and the AI microservices running inside Qualidot. Her focus is scalable architecture — keeping the system responsive when the volume of material to audit multiplies.
🧠 She is in the final semesters of Computer Systems Engineering at ESCOM (IPN), with prior training as an IT technician. She has taken part in deploying Qualidot's AI processing and evaluation system and in mobile application development, including Lumika, a product management app, and the offline-first application for exam management at ESCOM.





