Projects
antimicrobial resistance, bacterial modeling, antibiotic PK/PD, antimicrobial pharmacometrics, Monte Carlo simulation, virtual populations, clinical microbiology, microbiology encyclopedia, knowledge base, reproducible research
Research · Software · Knowledge Systems
Selected work across antimicrobial resistance, antibiotic PK/PD modeling, computational microbiology platforms, and research tools — from simulation frameworks to live products.
Research Spotlight
Ceftazidime–Avibactam Evidence-Composite PK/PD Modeling
A provenance-aware Monte Carlo framework that turns fragmented ceftazidime–avibactam evidence into simulation-ready PK/PD components — virtual populations, joint targets, PTA/CFR, calibration, and uncertainty analysis.
Methodological research framework — not a clinical dosing or decision-support tool.
AI Bacteriology Hub
A production-grade research platform combining a curated bacteriology knowledge base, an AI Research Layer for interactive AMR reasoning, and manifest-driven Python lab tools running inside a Docker sandbox on Google Cloud Run.
Platforms & Tools
Microbiology Encyclopedia
Graph-linked medical microbiology notes — organisms, lab methods, clinical maps, AMR, bioinformatics, and AI — organized through Maps of Content and published with Quartz.
FluentBridge AI
Local-first AI English tutor for Persian-speaking learners — grammar, reading, listening, writing, speaking, shadowing, and a Mistake Clinic with a provider-agnostic AI layer.
Crossref Reference Formatter
Paste Crossref references and export Vancouver-style linked citations as rich text, Word, or HTML.
USCIS Case Tracker
Automated USCIS case monitoring with real-time status updates, dashboards, and historical trend analysis.