this site is a work in progress · some things may shift

i study how intelligent systems land in the world, and how we might govern them before they govern us.

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now

i'm currently based in tiohtià:ke / montreal, working across research, product, and governance.

thinking about

  • socioaffective behaviors in llms
  • how persuasion scales with personalization
  • evaluation frameworks that actually measure what matters
  • what "safety" means outside the anglosphere

building

  • yapla / leading product on ai-powered search, query semantics, relevance tuning
  • encode mena / founding the north africa chapter, building cross-regional ai safety strategy
  • phd research / human-centered governance of ai systems at polytechnique montréal

reading

watching institutions try to keep up with capabilities. re-readingerta ale's work on technological sovereignty. sitting with the question of what it means to build responsibly when the ground keeps shifting.

work

i move between research, product, and policy, often all at once. here's where i'm putting my attention:

product

yapla

product owner shaping ai-powered nonprofit tools. semantic search, relevance scoring, prompt architecture.

research

cirst

graduate fellow exploring how ai governance frameworks actually land in practice: the gap between policy and implementation.

governance

encode

founding lead for mena. building regional capacity for ai safety research and cross-cultural governance dialogue.

advisory

center for gender equitable ai

scientific advisor working on intersectional approaches to ai development and deployment.

research

my research lives at the intersection of computational social science, human-ai interaction, and governance. i care about mechanisms, not just principles.

current focus

  • emerging risks in agentic and persuasive ai systems
  • evaluation methods that capture social and affective harms
  • how governance frameworks translate (or fail) across contexts
  • agent-based modeling of socio-technical systems

methods

mixed. computational modeling, qualitative fieldwork, policy analysis, user studies. whatever the question demands.

formation

2025– phd engineering & computational social science · polytechnique montréal
2024–25 msc computer science, ai & sustainability · ucl
2023–24 master in management, data science · mcgill
2019–23 bba quantitative finance & analytics · hec montréal

scratchpad

work in progress. experiments, notes, things i'm making sense of in public.

jan 2026

on building evaluation frameworks that don't collapse context

notes
dec 2025

mena ai governance landscape: mapping the terrain

research
nov 2025

what "alignment" sounds like in arabic, french, and english

essay
soon

visual experiments: generative systems

art

this section is alive. things appear, evolve, sometimes disappear.

tangents

the things that pull me sideways. not work, but not not work either.

photography

mostly film. light, texture, in-between moments.

vsco

writing

essays, reflections, half-formed thoughts finding their shape.

substack

ways in

collaborate

research partnerships, co-authoring, cross-institutional projects

meriem.mehri[at]polymtl[dot]ca

speak

panels, podcasts, workshops, keynotes on ai governance & ethics

speaking inquiries

advise

strategic guidance for organizations navigating ai governance, responsible deployment, cross-cultural tech

advisory inquiries

just say hi

no agenda needed

book a chat

still figuring it out, one question at a time.