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andy-takker/README.md

Sergey Natalenko — @andy-takker

Role Location

Tech Lead building high-load, distributed services in Python & Go.
Hands-on with databases (internals & tuning), Kubernetes, Docker and observability; designing systems for scale and reliability.
Currently going deeper into ML & LangChain, and shipping the occasional React / Next.js frontend.
I also write about backend engineering on Habr.

📫 How To Reach Me

Telegram Email LinkedIn Habr

🧰 Tech Stack

Languages Python Go TypeScript SQL
Backend FastAPI Litestar Django Flask FastStream aiohttp asyncio
Databases PostgreSQL MySQL Redis Elasticsearch ClickHouse
Messaging NATS Apache Kafka RabbitMQ
Infra / DevOps Docker Docker Swarm Kubernetes Nginx Terraform GitHub Actions GitLab CI
Observability Prometheus Grafana OpenTelemetry Jaeger
ML / AI LangChain MLflow PyTorch scikit-learn
Frontend React Next.js TypeScript
Tools / OS Linux Neovim VS Code Git

🌱 Currently going deeper into advanced database internals, Kubernetes operators, and ML / LangChain pipelines.

⭐ Most Popular Personal Projects

🤖 ecology-bot
stars language

Telegram bot with an admin panel and rich dialogs — built on aiogram, aiogram_dialog, flask-admin and Celery.

🧱 example-web-service
stars language

Reference FastAPI web service with clean architecture and a full test suite.

🚀 example-litestar-service
stars language

Production-ready Litestar template — clean architecture, Dishka DI, JWT auth + RBAC, NATS via FastStream, observability out of the box.

⚡ asyncly
stars language

Typed aiohttp HTTP clients + pytest fixtures for realistic mock servers.

📝 Latest Articles on Habr

➡️ Read more on Habr

👨‍🏭 Recently Worked On

  • andy-takker/pg-optimization - Homework for a PostgreSQL optimization course: OS & DB tuning, benchmarking, connection pooling, file systems, backups and replication. Hands-on labs on Raspberry Pi 4B and GCP VMs with reports and charts.
  • andy-takker/catfact-demo-service - Five sibling test files comparing HTTP integration testing techniques in Python — companion FastAPI service to a Habr article.
  • andy-takker/asyncly - Typed aiohttp HTTP clients + pytest fixtures for realistic mock servers
  • andy-takker/tg-auth - Simple TG auth example
  • andy-takker/example-litestar-service - Production-ready Python web service template on Litestar — clean architecture, dishka DI, JWT auth + RBAC, NATS via FastStream, observability out of the box

🔨 Recent Pull Requests

⭐ Recently Starred

📊 Statistics


Inspired by

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  1. example-web-service example-web-service Public

    Simple FastAPI web service with clean architecture and test

    Python 10 1