Gennadii Dobretsov

Enthusiast
DISC Type : i

Senior AI Systems Engineer at inDrive

Almaty, Kazakhstan

Overview

Gennadii is a Senior AI Systems Engineer at inDrive, specializing in agentic AI and high-performance infrastructure. With a background from Ammosov North-Eastern Federal University, he focuses on engineering reliability and determinism for autonomous AI agents in production environments.

His core passion lies in Systems Engineering for AI, specifically bridging the gap between stochastic models and stable, reliable systems. He follows developments at major technology companies like Google and Meta to stay at the forefront of the field.

Unique fact: Gennadii is an ACM ICPC Semifinalist and once achieved a 300x speedup for a complex geospatial simulation by migrating it to a GPU-accelerated pipeline.

Personality Overview

Amiable & Agreeable

Optimistic

Story Driven

They are generally friendly, so be careful when relying on their word.  Unlike D or C types, they are convinced more by stories and testimonials. They prefer to build relationships rather than staying totally transactional.

Topics They Care About

Agentic AI Reliability
He is architecting "Bulus", an open-source engine, to bring determinism and "time-travel" debugging to fragile LLM workflows.
HPC & GPU Optimization
He focuses on optimizing runtime performance, having led a project to achieve a 300x speedup by migrating CPU-bound algorithms to GPUs.
AI Systems Engineering
His primary focus is on building the bridge between theoretical, stochastic AI models and the demands of reliable, real-world production environments.

Media Appearances

Gennadii has no verified media appearances

Work History

4-2025
Senior AI Systems Engineer at inDrive
1-2023 - 4-2025
Senior Machine Learning Engineer at inDrive
3-2020 - 1-2023
Data Scientist at inDrive

Education

2015 - 2019
Bachelor's degree from Ammosov North-Eastern Federal University

More Information

Social Presence :

Prographics :

Exp : 6 Location : Almaty, Kazakhstan Job Level : Middle Designation : Senior AI Systems Engineer at inDrive
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Insights For Selling To Gennadii

During A Call Or A Meeting

DO's

  • Ask them how their day is going or exchange some other pleasantries
  • Compliment them about their personality if you get a chance
  • Maintain high, positive energy and convey confidence

DONT's

  • Don’t push them for a direct ‘no’, take lack of ‘yes’ as ‘no’ after some time
  • Don't be critical or challenge them openly, they can react defensively
  • Don’t ask too many questions in one go, weave them into the flow

When Cold Calling

When Writing An Email

While Negotiating & Closing

    The secret to closing fast with Gennadii is

  • Relationship and rapport are valuable for them, but so is proven product value.
  • Will you ever get a clear answer from Gennadii

  • They will hardly ever say a direct no.

Insights For Deal Planning

    How fast (or slow) will Gennadii move?

  • Even when they are constantly engaged, they do not reach decisions quickly.
  • Can Gennadii take some risk or not?

  • They can take some low-probability risks if needed.

You And Gennadii

Personality Compatibility


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