I build practical AI and automation products for real teams — from the first workflow sketch to a deployed service with documentation, monitoring, and operational ownership.
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TvoyMeet — local-first desktop transcription for audio, video, and online media.
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NPS Feedback Analyst — verifiable NPS analytics with offline NLP, optional AI, and injection defense.
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Winx Bot — turns team-chat messages into structured tasks with GigaChat.
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TG News Bot — automated RSS-to-Telegram editorial pipeline.
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Hourly Diary — Telegram hourly diary with manual Obsidian synchronization.
Python · FastAPI · Telegram Mini Apps · LLM integration · local AI · workflow automation · systemd · product documentation
My domain is youth policy and team operations. I translate recurring coordination problems into tools that non-technical colleagues can actually adopt and maintain.

