@constructvoid

Create it. Break it. Make it Better.

illustrator, code, and growth marketer. Balancing scripts, digital canvases, and sketches. Fueled by a home espresso shots and growth books.

Code Commits

Work/Projects

Brand Product & Engineering Roadmap

Brand Product & Engineering Roadmap

  1. Phase 1 — Core Intelligence (MVP)

    sub drops, SaaS charts, waitlist

  2. Phase 2 — Gamification & Badge

    30%+ increase in affiliate clicks via verified products catch badge

  3. Phase 3 — 3-Tier Community & Verfication

    Frictionless email capture, zero member loss during verification

  4. Phse 4 — Expansion & Predictive Intel

    Amazon integration, predictive heuristics, PII encryption

Telegram Router

Telegram Router

  1. Auto-Affialte Tagging & Stacking
  2. Multi-Button Keyboard & caption Stripping
  3. Granular UTM Campaign Tracking
  4. Group Timed Early Access Buffer
  5. Quiet Hours & Sound Throttling
  6. High-Priority Auto-Pinning
  7. Automatic Image Watermarking
  8. Daily Dub Performance Recap
  9. Direct Ingestion Webhook Server
  10. Moderator Draft Approval Queue

Image Finder

Image Finder

  1. Safety, Costs & Core Data

    IP Leak Canary, Proxy Bandwidth Guard, SQLite & Drop Timing

  2. Detection & Quality

    Placeholder Filtering, SKU-to-Product URL Mapping, Failed URL Retries

  3. Live Alerts & Surges

    Telegram Alerts with Photos, Surge Drop Detection

  4. Proactive Crawling

    Multi-Angle Probing, Sequential SKU Predictor, Pacing Tuning

  5. Management & UI

    FastAPI Web Dashboard & Gallery

Last.fm to Spotify

  1. JS file

🎵 Rotation

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Music

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Music Graph

Genre

📖 latest reads

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Books Read

Books I've read

9/10

9/10

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7/10

🎞️ seen

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