📜 About
Senior backend engineer with 13+ years building Ruby on Rails services and APIs for SaaS products.
I lead pragmatic technical initiatives from RFC to rollout, with a focus on reliability, performance, and maintainable systems.
Recent work spans SLO-driven troubleshooting, SQL optimisation, OpenSearch and Snowflake migrations, and event-driven architecture with Kafka and Debezium.
🐈 Selected Projects & Writing
🤖 Applied AI Infrastructure Research
Exploring production-ready local and self-hosted LLM infrastructure for teams that need data control, predictable costs, and private workflows. The work combines ML research with backend, cloud, and reliability engineering.
- Deployment and orchestration across cloud and on-premise environments
- Observability, monitoring, and reliable production operation
- Backend integrations, vector retrieval, and workflow automation
☕ Support
I build open-source tools and side projects with no ads. If something here is useful to you, a small gift keeps it running.
💼 Experience
- Led technical initiatives from problem framing and RFCs through implementation and rollout.
- Built agent-based workflows and internal automation tooling to improve engineering productivity.
- Reduced failed Machine Translation requests and unnecessary external API traffic by caching unsupported language pairs.
- Contributed to Snowflake analytics migration and OpenSearch migration projects; maintained Translation Memory Indexer services in Go.
- Diagnosed and resolved SLO-impacting production bottlenecks and slow database queries.
- Built REST and GraphQL APIs for backend services and platform integrations.
- Contributed to event-driven workflows with Debezium and Kafka, and infrastructure changes with Terraform.
- Served in production on-call rotations, incident response, and the AI engineering circle.
- Built CRM features for financial advisers, including accounting, reporting, lead sources, task management, and document generation.
- Built and integrated internal and external APIs, including enterprise integrations.
- Modernised legacy architecture by replacing model callbacks with commands and moving search logic into dedicated filtering.
- Delivered dynamic permissions and authentication improvements.
- Interviewed and onboarded engineers; facilitated Backend Guild knowledge-sharing sessions.
- Delivered product features with Ruby on Rails and JavaScript in a Scrum team.
- Implemented accounting and payments business logic using Trailblazer.
- Migrated infrastructure to AWS (EC2 Auto Scaling, ELB, RDS Postgres, S3, CloudFormation) and CI/CD (CodePipeline/CodeBuild/CodeDeploy).
- Led major Rails upgrades (4.2 → 5 → 6) and introduced Webpacker.
- Built an online language dictionary using Python/Django.
- Built and maintained an online courses web app; shipped several MVPs.
- Integrated Xsolla API for recurring billing; implemented admin tooling with ActiveAdmin.
- Automated user-submitted task approvals with Sidekiq; implemented authorization with Pundit.
- Built file uploads (CarrierWave + Fog); deployed on DigitalOcean with Capistrano.
- Rewrote parts of a Node.js/Express web-messaging platform; refactored WebSocket-based real-time messaging.
- Built JSON API backends for iOS and Android clients.
- Implemented multi-party messaging in a legacy codebase; built frontend features with Backbone.js.
- Built JSON APIs for a database management web service and a mobile task management app.
- Delivered backend and frontend for a team mood management service.
- Wrote feature tests (Capybara) and unit/integration tests (RSpec).
- Implemented uptime and incident alerting with Pingdom + PagerDuty.
🎓 Education
Technische Universität Ilmenau, Germany
M.Sc. in Computer and Systems Engineering (Double degree)
Thesis: Deep Learning for Portfolio Prediction using High-Frequency Data
Oct 2017 – Nov 2018
Kazan National Research Technical University, Russia
M.Sc. in Computer and Systems Engineering (Double degree)
Sep 2016 – Nov 2018
Kazan National Research Technical University, Russia
B.Sc. in Computer Science and Engineering
Thesis: Development of Educational Feed with Gamification and Social Elements
Sep 2012 – Jun 2016