Also author of short books, novellas and fanfics — I like telling tiny stories between commits.

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.

• 🔭 Currently: building Telegram Bot VIA (https://t.me/VIA_by_VOLT_BOT) and Telegram Bot Sveta (https://t.me/VIA_by_VOLT).
• 💬 Ask me about: Python/Cython, C++/Rust, bot development (Telegram/Discord), OpenAI integrations, and model fine‑tuning.
• 📫 Email: [email protected]
• 🌱 Playtime: web games, small ML experiments, and performance tuning.

• 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.

• 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.

• 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.

I favor pragmatic, testable solutions. Fast prototypes → validate → harden for production. And sometimes I build weird side projects just for the joy of learning.

Small focused repositories: bots, integration tools, ML microservices, and performance experiments. Look at pinned repos or ask for a guided tour.

Prefer faster chats? Use Telegram or X. For collaboration, open a PR or email me with the subject "Collab: ".