https://sergiomorapardo.github.io/tags/bootstrap/Recent content in Bootstrap on Sergio A. Mora Pardo | AI/ML Technical LeadHugoen-UShttps://sergiomorapardo.github.io/work/applied-llm-evaluation/Mon, 01 Jan 0001 00:00:00 +0000https://sergiomorapardo.github.io/work/applied-llm-evaluation/<h2 id="the-problem">The problem</h2> <p>LLM prototypes can appear persuasive without being reliable. For personalized recommendations, the team needed an evaluation method that could separate candidate-retrieval quality from generation quality and make regressions visible before a live experiment.</p> <h2 id="my-role">My role</h2> <p>I led applied research on LLM systems for personalized recommendations and established the team’s initial offline evaluation methodology. I also guided the design of an MCP-based tool layer for supplying recommendation context to LLM-generated notifications.</p>