Tatiana Markova

I build AI automations and scrapers: the kind of tools a small team runs every day and forgets about, because they just work.

What I do

• Scrapers and data pipelines — social networks, news, search results, answers of AI assistants. Collection that survives a broken run and says honestly what it could not get.
• AI in the pipeline, where it earns its place — filtering spam out of collected posts, clustering search phrases into topics, RAG over company documents, transcription. I pick the model by measuring it on real data, not by its name.
• Tools for teams — Telegram bots, web dashboards, scheduled publishing to Instagram, TikTok and YouTube, analytics with history.

How I work

• Every rule and every prompt is measured before it ships, on easy cases and on hard ones.
• Nothing is dropped silently: if a row is excluded, the reason is next to it.
• I write down what a tool does not do. You will find that section in every README of mine.

Stack: Python, FastAPI, PostgreSQL, aiogram, Playwright, curl_cffi, LLM APIs (Claude, Gemini, open models).

Contact: the Issues tab of any of my Actors. I answer in writing, in English, Russian or Spanish.