2023 · First published on the DVC blog
Real-time visualization of Computer Vision model training with DVC and Iterative Studio
Tracking live metrics of a ResNet-18 training run, from the CLI to a SaaS dashboard.
MaximShmakov.
I build AI products end to end. CTO at a stealth startup and senior engineer on AI guided selling at Neocom.ai. Before that: four years on DVC Studio, Iterative.ai’s MLOps platform, and two years at Yandex on Yandex.Market, a high-load e-commerce marketplace.
- run
- mvshmakov/career
- epochs
- 2017 – now
- schedule
- step decay
- active runs
- 2
- uptime
- 287,103,428 s
- status
- training
01 / Runs
Nine years,
five runs.
Every role, logged like an experiment: what it was, how long it ran, where the curve went. Two are still running.
- #05– now
Stealth startup
Chief Technology Officer
From zero to a shipped product: architecture, full-stack and DevOps, customer work and fundraising.
running - #04– now
Neocom.ai
Senior Software Engineer
AI guided selling: several products that bring personal shopping advice to e-commerce.
running - #03–
Iterative.ai
Senior Software Engineer
DVC Studio, the MLOps SaaS: model registry, and DRI for live ML metrics tracking from CLI to SaaS.
done - #02–
Yandex.Market
Software Engineer
High-load e-commerce at Yandex: features that won their A/B tests; a legacy stack moved to React.
done - #01–
Netcracker
Software Engineer
One way to build internal UIs: an Angular library bridged to the legacy Ext JS, 100% unit-tested, documented, with services migrated onto it.
done
eduM.Sc. Software Engineering — LUT University & HSE, double degree, 2021B.Sc. Information Technology — HSE, 2019
02 / Writing
Writing
Read the article
03 / Verify