ICSE 2026 (series) / CAIN 2026 (series) / Doctoral Symposium / Characterizing Architectural Complexity on Machine Learning-Enabled Systems
Characterizing Architectural Complexity on Machine Learning-Enabled SystemsDoctoral Symposium
Mon 13 Apr 2026 10:09 - 10:12 at Oceania X - Keynote & Doctoral Symposium & Posters Chair(s): Jennifer Horkoff, Vincenzo Stoico
Mon 13 Apr 2026 14:30 - 15:00 at Capri V - DS Session 2 Chair(s): Helena Holmström Olsson
Mon 13 Apr 2026 14:30 - 15:00 at Capri V - DS Session 2 Chair(s): Helena Holmström Olsson
- Scientific Programming
I work as a Scientific Programmer at JADS (2 years), applying MLOps in the maritime and healthcare domains - Software Engineering
I co-founded CodeLab (10 years), a group that helps tech students to become professional software engineers - Machine Learning
I worked as Principal Machine Learning Engineer at Elo7 (4 years), delivering AI solutions into production - Researching
I’m a PhD student at USP (Brazil) and at JADS (Netherlands), researching MLOps - Teaching
I’ve created courses about Microservices and MLOps at USP, and I was a Tech Academy Instructor at Elo7 - Traveling
I’ve worked remotely all around Brazil and traveled for work all around Europe - Hackathons
I’ve organized +15 competitions since 2015, and I’m a pioneer in university hackathons - Board Games
I have a collection of +30 board games, and I love hosting friends to play some expert games - Role-Playing Games
I’ve been the game master of a D&D campaign since 2020, with +140 sessions (>420 hours) of play
Mon 13 AprDisplayed time zone: Brasilia, Distrito Federal, Brazil change
Mon 13 Apr
Displayed time zone: Brasilia, Distrito Federal, Brazil change
14:00 - 15:30 | |||
14:00 30mDoctoral symposium paper | Toward Architecture-Aware Evaluation Metrics for LLM AgentsDoctoral Symposium Doctoral Symposium Débora Lêda de Lucena Souza Federal University of Campina Grande | ||
14:30 30mDoctoral symposium paper | Characterizing Architectural Complexity on Machine Learning-Enabled SystemsDoctoral Symposium Doctoral Symposium Renato Cordeiro Ferreira IME-USP | JADS-TiU/TUe | ||
15:00 30mKeynote | Spray and Pray: Curse or Cure for Academic Publishing in the Age of GenAI? Doctoral Symposium Brian Fitzgerald Lero - The Irish Software Research Centre and University of Limerick | ||