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Necromancer

Automated lead qualification via structured SMS workflows.
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Necromancer helps sales teams qualify leads automatically through scripted SMS conversations, CRM enrichment, and AI-assisted intent detection — without unpredictable AI-generated messaging.

Key Features

  • Structured SMS scripts with predefined responses and qualification rules
  • AI intent detection for vague, short, or unclear lead replies
  • Smart qualification workflows tailored to your business and sales process
  • Automated CRM updates and lead enrichment
  • SMS follow-ups that reduce repetitive manual outreach
  • Live conversation logs with full workflow transparency
  • GDPR-compliant infrastructure hosted on secure German servers

Technology Stack

Python
FastAPI
OpenAI
Twilio
EspoCRM
Google Drive

    Results / Impact

    • Reduced repetitive lead qualification workload by 95%
    • Improved lead re-engagement rates by up to 2x compared to manual outreach

    The SpAI

    Turning Google Places data into sales intelligence.
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    The SpAI scrapes structured business data via Google Places API, cleaning and enriching it for CRM-ready use. Designed for agencies and B2B companies looking to automate lead sourcing and segmentation.

    Key Features

    • Automated data scraping powered by Google Places API
    • Smart filters that extract only relevant business info
    • Export to Google Sheets or CSV for smooth integration into any workflow
    • Lightweight setup that runs fast without server overhead

    Technology Stack

    Python
    OpenAI
    Google Places
    Google Sheets

      Results / Impact

      • Saved hundreds of manual research hours
      • Collected 20k+ qualified business leads

      Melomaniac

      Music discovery made simple — one Telegram message at a time.
      Discover
      Melomaniac helps users discover new music through a conversational Telegram interface. Powered by the Last.fm and Spotify APIs, it delivers personalized artist recommendations based on genre or favorite musicians.

      Key Features

      • Music discovery bot powered by Last.fm and Spotify APIs
      • Personalized recommendations by favorite artist or genre
      • YouTube links to the most popular songs of the suggested artists
      • Clean, conversational Telegram interface

      Technology Stack

      Python
      Telegram
      aiogram
      Last.fm
      Spotify
      YouTube

        Results / Impact

        • A free alternative for those who want music recommendations without a streaming subscription
        • Average user session length: 6+ minutes