Valentina Ortega Ttl !!top!! Jun 2026

: Valentina Ortega provided a video testimonial regarding her experience in the Strategy & Marketing for Emerging Countries (SMEC) program at Universidade Paulista in August 2018. She highlighted how the program "changed her life" and expressed a strong desire to live and work in Brazil.

| Year | Title | Venue | |------|-------|-------| | 2020 | “Adaptive TTL for Edge AI” | SIGCOMM | | 2021 | “Semantic‑Driven Expiration in Distributed Databases” | VLDB | | 2023 | “Learning‑Based TTL Policies” | USENIX ATC | | 2025 | “From Static to Dynamic: The TTL Evolution” (Keynote) | KubeCon + CloudNativeCon | | 2026 | “Policy‑First Data Lifecycles” (Book) | O'Reilly Media | valentina ortega ttl

| Year | Position | Highlights | |------|----------|------------| | | Post‑doc, MIT CSAIL | Co‑authored “Adaptive TTL for Edge AI” (SIGCOMM 2020). | | 2021–2023 | Senior Engineer, Cloudflare | Built “Smart‑Cache TTL” for CDN edge nodes, reducing origin fetches by 22 %. | | 2023–Present | CTO & Founder , Lifespan Labs | Commercializes TTL 2.0 as a SaaS platform, “Lifespan‑X.” 2025 revenue: $42 M . | : Valentina Ortega provided a video testimonial regarding