I write code that feels both practical and a little playful. Backend services, bots that actually help people, and performance‑sensitive modules are my day-to-day. When the clock is free I craft micro‑stories, small technical notes, and experimental projects to learn something new — sometimes useful, sometimes weird, always instructive. I combine high-level productivity (Python, TS) with low-level control (C++, Rust, Cython) and enjoy gluing everything together via APIs and lightweight ML.
ML & APIs
Hands-on with the OpenAI API and other model APIs; I integrate model inference into real services. Fine-tuning, prompt engineering, and building efficient inference pipelines. Extensive work with platform APIs: Telegram Bot API, Discord API, REST & WebSocket integrations.
DevOps & Admin
Production admin for Linux & Windows servers: deployments, backups, monitoring, incident response. Docker, CI/CD (GitHub Actions), nginx, systemd, automation scripts. Reliable pipelines with Postgres, Redis, RabbitMQ, Cassandra when needed.
Notable Experience
Production Telegram and Discord bots, webhook infrastructure, and automation tools. Performance improvements combining Python + Cython; systems code in C++ and Rust. SSR and web features with Next.js; Vue 3 & Nuxt projects. Deployed fine‑tuned models to services handling real users.
How I Work
I favor pragmatic, testable solutions. Fast prototypes → validate → harden for production. And sometimes I build weird side projects just for the joy of learning.