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Alex Kedryk's CV

TL;DR: An experienced software engineer looking for ways to make a positive impact on AI safety.

Publications

Experience

Apollo Research, Software Engineer

Sept 2025 – present

7 months

  • Built or significantly improved several internal tools for running LLM evals.

Yandex, YandexGPT training infrastructure, Senior Software Engineer

Apr 2024 – Aug 2025

1 year 5 months

  • Sped up model checkpoint uploading during training 2x to make it possible to make checkpoints more often and lose less progress after failures.

  • Wrote a tool for benchmarking different methods of checkpoint uploading.

Yandex, SportTechCV infrastructure, Senior Software Engineer

Sept 2023 – Apr 2024

8 months

  • Designed and implemented infrastructure for a real-time video processing pipeline for tracking player movements on a football field. Python, PostgreSQL, a message queue similar to Kafka, FFmpeg.

  • Wrote a tool for visualizing the progress of each video chunk in real-time.

Yandex, VR and 3D reconstruction infrastructure, Senior Software Engineer

Nov 2022 – Sept 2023

11 months

  • Sped up video 3D reconstruction pipeline 4x by finding and fixing infrastructural issues and profiling with Torch profiler.

  • Researched and tested alternatives to the differentiable 3D-renderer that we were using. Nvdiffrast, Mitsuba 3, Pytorch3d.

  • Wrote a tool for converting reconstructed animated 3D model back into video for easy viewing.

Yandex, Self-driving cars simulator infrastructure, Software Engineer

May 2020 – Nov 2022

2 years 7 months

  • Designed and implemented a task queue service for launching simulator tests that could scale to thousands of workers. Python, PostgreSQL.

  • Designed, prototyped, and helped implement an inference server cluster that could handle over 12k RPS and tens of GBit/s of incoming traffic. Python, C++, Nvidia Triton Inference Server.

Yandex, Yandex.Market infrastructure, Software Engineer

June 2017 – May 2020

3 years

  • Worked on a CI/CD web service and a log parsing service. Java, MongoDB.

Yandex, Yandex.Market, Test Automation Engineer

Aug 2013 – June 2017

3 years 11 months

Education

Saint-Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO), Computer Science

BS

Sept 2011 – June 2015

Technologies: Python, C++, PyTorch, Jupyter, Cursor

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