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Tom (Aviv) Emanuel, PhD, computational research lead

Tom (Aviv) Emanuel  PhD

I measure and model human behavior — for products, people teams and AI systems.

Computational research lead with 11+ years turning experiments, surveys and platform data from millions of users into decisions.

Based in Montreal · open to remote roles worldwide

 

16 peer-reviewed papers · 500+ citations · 23% better retention prediction · 24 researchers mentored

Hiring for one of these roles?

Data science and experimentation icon

Data science & experimentation

Product analytics, A/B testing and predictive modeling. In consulting work, my models improved retention prediction by 23% on 10 years of product data.

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AI research & LLM evaluation

Quality evaluation of frontier-model outputs at micro1, Spark — an LLM coaching app I built — and research on long-term task engagement in language models.

People insights and analytics icon

People insights & analytics

Survey science, psychometrics and causal inference that turn ambiguous questions about people into decision-ready evidence.

Academic search committee? See my research statement and publications →

Contact Me

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