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Konstantin Babushkin

@konstantinbabushkin

Full Stack Engineer at Hord AI who built a distributed ML cache end to end and cut dataset-export time 6.5x.

Serbia
Message

What I'm looking for

I’m open to contracting across Europe or relocating.

At Hord AI, I own end-to-end delivery of a distributed peer-to-peer cache for ML training data, from the Python SDK and gRPC control plane to production AWS infrastructure and a React dashboard. It cut dataset-export time 6.5x and eliminates S3 requests after the first pull.

Before Hord AI, I worked on frontend products at Freelance, Hepteract Software Solutions, and APIQ Media Technologies, including a restaurant storefront rewrite from Vue/Nuxt to React/Next. I started in environmental engineering and transitioned to software development through Yandex School of Data Analysis.

Experience

Work history, roles, and key accomplishments

Hord AI logoHA
Current

Founding Full Stack Engineer

Hord AI

Apr 2025 - Present (1 year 6 months)

Owned end-to-end delivery across a distributed peer-to-peer cache between ML training jobs and S3-compatible object storage: Python SDK, gRPC control plane, production AWS and the React dashboard, from architecture through deploys and on-call.
• Performance: cut dataset-export time 6.5x (161 s to 25 s) and eliminated every S3 request after the first pull, benchmarked on a 2x A5000 GPU cluster.
• S

Freelance logoFR

Frontend Developer

Freelance

May 2026 - Aug 2026 (3 months)

Frontend rewrite for a six-restaurant chain in Saint Petersburg: moved the customer-facing storefront from Nuxt/Vuex to Next.js 16 with the App Router and standalone SSR.
• Scope - 23 routes, 47 components: menu catalogue, dish and restaurant pages, search, cart and checkout, personal account, table booking.
• New capabilities - per-dish modifiers carried through to the order (the previous site ha

Hepteract Software Solutions logoHS

Frontend Developer

Hepteract Software Solutions

Jan 2024 - Apr 2025 (1 year 3 months)

Frontend engineer on two client products, side by side: a booking platform for a beauty salon chain and an e-commerce site for a restaurant.
• Booking platform - onliner.tr: appointment scheduling flows, Google Maps integration, analytics dashboards, and SEO.
• Component library - 120+ reusable UI components shared across three different panels: client, service-provider and admin.
• Restaurant sit

APIQ Media Technologies logoAT

Frontend Developer

APIQ Media Technologies

Sep 2022 - Jan 2024 (1 year 4 months)

Frontend engineer on a multi-role SaaS platform for Twitch monetization, serving 100K+ streamers, 10K+ Twitch creators and 80+ brands across 400+ ad campaigns.
• Platform - dedicated dashboards and flows for streamers, advertisers, agencies and administrators.
• API refactor - unified how the frontend called ~140 backend endpoints across 6 role modules into a single declarative config (path/method

Various Companies logoVC

Lead Environmental Engineer

Various Companies

Jun 2016 - Jan 2022 (5 years 7 months)

Led environmental engineering projects before transitioning to software development through Yandex School of Data Analysis (2022).

Education

Degrees, certifications, and relevant coursework

YA

Yandex School of Data Analysis

Professional retraining, Web developer

2022 - 2023

Completed the Web Developer course, gaining hands-on experience in frontend (HTML, CSS, JavaScript, React) and backend (Node.js/Express, Mongo DB/Mongoose) development, as well as deployment on Yandex Cloud with Nginx and PM2.

SU

Saint Petersburg State University

Bachelor's Degree, Environmental Engineering

2012 - 2016

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