AI Researcher • Educator • Entrepreneur

Olga Scrivner

Building trustworthy AI systems for healthcare and society.

I work at the intersection of AI evaluation, agentic systems, and healthcare operations—translating research into reliable, human-aligned products.

Co-Founder & Head of AI

Scrivner Solutions

Former Expert Consultant

OpenAI

Assistant Professor

Computer Science & Software Engineering, Rose-Hulman Institute of Technology

Research Scientist

CNS Cyberinfrastructure for Network Science Center

Flagship Project

Radient AI

An AI-powered operations intelligence platform designed to optimize radiology workflows, reduce report turnaround times, and assist healthcare systems with real-time operational insights.

Healthcare AIAgentic SystemsLLM OrchestrationOperations
Role: Co-Founder & Head of AI

Executive Overview

Live Feed
Labor Efficiency
1.60+12% ↑
Scanner Utilization
69%Optimal
Overtime Rate
2.6%-0.8% ↓
Est. Annual Waste
$530K-18% ↓
26of 100
System Burnout RiskLow Severity
Overtime:
35%
Stress:
20%
Throughput Velocity
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Core Competencies

Current Focus

AI Evaluation

Building robust evals for LLMs and agentic systems to ensure safety and reliability.

Agentic AI & Multi-Agent Systems

Designing collaborative AI systems that can reason, plan, and act.

Healthcare Operations Intelligence

Applying AI to real-world workflows to improve efficiency and patient outcomes.

Responsible AI

Advancing human-centered, safe, transparent, and aligned AI systems.

Linguistic Analytics

Research Products

Interactive web platforms engineered for text corpora mining and linguistic variation analysis.

Language Variation Suite

A theoretical and methodological web application for linguistic data analysis, enabling researchers to explore and analyze phonetic and syntactic variation dynamically.

LinguisticsR ShinyData VisualizationLinguistic Analysis

Interactive Text Mining Suite

A visual text mining suite built for literary studies and text corpora exploration, allowing users to run Topic Modeling, Sentiment Analysis, and word association algorithms interactively.

NLPText MiningR ShinyTopic ModelingLiterary Analytics
Research & Contributions

Selected Publications

A selection of peer-reviewed articles and research papers tracking AI evaluation, multi-agent systems alignment, and operations discrepancies in the labor market.

PNAS 2018

Skill discrepancies between research, education, and jobs in AI

O. Scrivner, B. M. AlShebli, S. Weyns, T. Rahwan...

Skill discrepancies between research, education, and jobs reveal the critical need to supply soft skills for the data economy

O. Scrivner, B. M. AlShebli, S. Weyns, T. Rahwan, M. AlSayyed

Proceedings of the National Academy of Sciences (PNAS)2018

Back to business and (re) employing workers? Labor market activity during state COVID-19 reopenings

O. Scrivner, et al.

NBER Working Paper / Policy Report2020

Mapping the co-evolution of artificial intelligence, robotics, and the internet of things over 20 years (1998-2017)

O. Scrivner, et al.

Plos One2020

The AI Applications in Radiology: Regulation, Evaluation, and Usage

O. Scrivner, et al.

Proceedings of the Midwest Instruction and Computing Symposium2024