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Sergei Yakupov

Portfolio

Products and tools built for news media

Live products, custom publisher tooling, and R&D toward AI-powered newsroom systems — practical AI for editorial teams, not slide decks. Strategy before tools. Open source when possible. Right-sized AI for the task.

  • Strategy before tools
  • Clear value over feature bloat
  • Open source when possible
  • Right-sized AI models
  • If it doesn't make work easier, don't build it

Live products

In development

Client tools

Custom builds for newsrooms — stack-aware, workflow-aware, tuned for editorial risk.

Analytics

Content Analysis System

Pattern analysis across website and channels to surface consistent performers. Topic analysis compares the same story across channels via GA4.

  • Telegram
  • Facebook
  • Instagram
  • GA4
Distribution

Content Suite

Transforms editorial content into platform-optimized formats — social posts, quizzes, Telegram, Smart Afisha.

  • Multi-format
  • Social
  • Telegram
Automation

Smart Content Aggregator

Monitors sources, identifies stories, automates distribution. RSS/HTML parsing, AI summarization, digest creation.

  • RSS
  • AI summaries
  • Digests
Archive

Vector Search Toolkit

Transforms static archives into searchable knowledge bases. AI-powered Read More, archive chat, semantic search.

  • Semantic search
  • Archive chat
  • Embeddings
Monitoring

Court Data Fetcher

Tracks cases on court websites, filters by legal articles, creates curated lists for newsroom analysis.

  • Legal data
  • Filtering
  • Alerts

Want something built for your newsroom?

Book a 30-minute call — we'll look at your workflows and whether a custom build or sprint makes sense.