Joaquin Itria
Cto
Professional profile
Staff-level software engineer with experience leading teams and designing scalable architectures in AI , cloud ( GCP , AWS , Azure ) , and real-time systems . Strong background in solution architecture , client relations , and deep learning/LLM tooling
Work experience
Led the creation of scalable observability frameworks to trace human and agent interactions in AI systems. Focus on architecture and solution design.
Major achievementDeveloped hyper-observability and quality control products for RLVR environments; defined LLM-friendly observability standards.
Oversaw delivery of RLVR environments and managed relationships with frontier labs clients. Led RLHF and solution deployment.
Major achievementLed forward-deployed engineering teams for major clients (Anthropic, GDM, Amazon); managed RLHF team.
Built real-time AI tooling, data de-identification pipelines, and security-first solutions using PostgreSQL RLS.
Major achievementDesigned architecture and led AI pipeline development, including MCP server and LLM post-training.
Education experience
Universidad tecnologica nacional | Undergraduate
