AI research · Cybersecurity · El Paso
Autonomous-agent evaluation and cybersecurity research.
I’m Albert Yoshimoto, an M.S. in Artificial Intelligence student at UTEP (expected May 2027). I work on agent evaluation, cyber defense, retrieval-augmented systems, and simulation.
Current focusCyber defense and LLM uncertainty
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Selected work
Selected research and projects
Flagship · In development
ModelScope
A benchmarking platform for autonomous agents with modular execution, objective validation, and auditable telemetry in simulated environments.
Read case studyResearch prototype
SpecGuard
Hybrid vulnerability discovery combining static analysis, LLM reasoning, and retrieval over real-world vulnerability specifications.
Read case studyCourse project
Evacuation Optimization
A congestion-aware, multi-agent simulator comparing graph-routing strategies under realistic movement constraints.
Read case studyPrototype · In development
Blue Cheese
A lightweight cyber defense prototype with Suricata alert ingestion and normalization, and a planned multi-agent workflow for triage, correlation, investigation, and reporting.
Read project detailsOngoing ML research
LLM Uncertainty Signals
Investigating whether stated confidence and token-level uncertainty predict correctness in cybersecurity analysis, with calibration and feature-ablation evaluation.
Read research planMusic
Violin performance and teaching
I earned a B.M. in Instrumental Performance and continue to perform and teach violin in El Paso.
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