Georg M. GoergFrom a LinkedIn reply to a NeurIPS workshop paper
Igor Shuryak asked a question about radiotherapy dosing on LinkedIn. I replied, we ended up working on it together, and the paper is out at a NeurIPS 2026 workshop.
I develop AI and build products that help experts make hard decisions.
Director of Engineering and Head of AI at EvolutionIQ, a CCC company. Before that, Google and a PhD in Statistics at Carnegie Mellon, with research and algorithm development in spatio-temporal machine learning.
Claims examiner guidance
EvolutionIQ's AI guidance for frontline claims examiners.
- $730M+acquisition by CCC Intelligent Solutions, from a 3-engineer founding team to 200 people
- 20%+improvement in handling capacity
- 5–10 ptsreduction in combined ratio
Figures reported by EvolutionIQ.
Alerting, forecasting and ad targeting at Google
Seven years at Google, building statistical machine learning that went into production.
- ‘Player-coach’ led a research engineering team to build one of the early prototypes in personalized ads targeting.
- Improved Google’s flu prediction models by 20% error reduction.
- Launched a monitoring system that alerts on billions of dollars of ads revenue. Patent: US 12,353,316 B2.
- Published several research papers, listed on Google Scholar.
Research
Setting a Dose versus Observing One: Continuous Dose-Response Estimation under Right-Censoring
Causal AI meets deep learning: estimate what happens when you set a dose, or when an agent picks an action. A step toward world models for high-stakes personalized medicine.
Latest from the blog
What all the pangrams say about how people play
I went through the public Pangramble leaderboard. Everyone reaches for QUICK, FOX and JAZZ, and the shortest sentences use made-up words.
Ranking the members of an LLM council
A fork of Karpathy’s llm-council that ranks the council members with a Plackett-Luce model and lets a human join.