Berivan Isik

Critic
DISC Type : C

Senior Research Scientist at Google DeepMind

United States

Overview

Berivan Isik is a Senior Research Scientist at Google DeepMind, where she focuses on Generative AI, contributing to the Gemini projects data and evaluation. A Stanford University PhD graduate, her expertise lies in developing efficient and trustworthy large-scale AI models, with a focus on privacy and scalability.

Outside of her research, Berivan is an avid photographer, a film buff, and enjoys reading. She has also dedicated time to mentoring high school students through the STEM to SHTEM summer internship program, demonstrating a passion for fostering future talent in the field of technology.

She has organized multiple workshops at top AI conferences, including a NeurIPS workshop focused on the critical challenge of Large Language Model (LLM) evaluations.

Personality Overview

Objective Thinker

Critic

Negotiator

They enjoy working alone and do not rely on others very often.  They are quite likely to negotiate on pricing or other key terms. They prefer to do logical analysis and value evidence over emotions.

Topics They Care About

LLM Evaluation
Her current role at Google DeepMind involves Gemini data and evaluation, and she recently organized a NeurIPS workshop on mastering LLM evaluation for building reliable models.
Trustworthy AI
A central theme of her PhD thesis and published research is making machine learning scalable, private, and trustworthy, with a focus on differential privacy and federated learning.
Machine Unlearning
She co-authored an ICML paper on the per-instance analysis of machine unlearning, exploring more efficient ways for models to forget specific data points.

Media Appearances

Berivan has no verified media appearances

Work History

11-2025
Senior Research Scientist at Google DeepMind
8-2024 - 10-2025
Research Scientist at Google DeepMind
9-2019 - 8-2024
Graduate Researcher at Stanford Artificial Intelligence Laboratory (SAIL)
10-2023 - 2-2024
Student Researcher at Google
6-2023 - 9-2023
Visiting Researcher at Vector Institute

Education

2019 - 2024
Doctor of Philosophy - PhD from Stanford University
2019 - 2021
Master of Science - MS from Stanford University

More Information

Social Presence :

Prographics :

Exp : 5 Location : United States Job Level : N/A Designation : Senior Research Scientist at Google DeepMind
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Insights For Selling To Berivan

During A Call Or A Meeting

DO's

  • If you can, show them industry reports or analyst comments instead of sharing anecdotal stories
  • Be ready for penetrating questions and critical examination of your pitch
  • Tell them what ROI they can expect

DONT's

  • Avoid phrases like ‘trust me’, ‘others just love’ etc.
  • Don’t rush them till they have clearly gotten all the necessary information
  • Avoid pushing them too much to involve other stakeholders unless it is critical

When Cold Calling

When Writing An Email

While Negotiating & Closing

    The secret to closing fast with Berivan is

  • Strong evidence of ROI, effective pricing, and proven data points matter the most to them.
  • Will you ever get a clear answer from Berivan

  • It is not very hard for them to say no if they are not convinced about the decision.

Insights For Deal Planning

    How fast (or slow) will Berivan move?

  • They are neither the fastest nor the slowest decision makers, they are somewhere in the middle.
  • Can Berivan take some risk or not?

  • They can bear some risk if their analysis backs the decision.

You And Berivan

Personality Compatibility


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