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headply/README.md

Mayowa Ogedengbe · headply

AI data engineer · data acquisition · web scraping

If the data exists, I can get it out. Websites, apps, undocumented APIs and anti-bot protected platforms, extracted, validated with rules and AI models, and delivered as clean, model-ready data on a schedule.

What I do

  • Custom scrapers for the sites nobody has written one for yet
  • Anti-bot and CAPTCHAs: Cloudflare, DataDome, PerimeterX, Turnstile, with the right proxies and pacing
  • API reverse engineering: the undocumented API behind an app or site, used directly
  • Data pipelines: scheduled collection, cleaning, deduplication and delivery to your stack
  • AI data validation: rules first, AI models second, flags rather than silent fixes

Data for businesses and analysts, and for AI teams: training corpora, RAG feeds and evaluation sets.

Open-source tools

Repo What it does
apify-data-tools-mcp My scrapers as MCP tools for Claude, Cursor and VS Code
youtube-tiktok-transcripts Bulk transcripts, with speech recognition when there are no captions
threads-brand-monitor Threads brand mentions to CSV, with engagement
google-trends-bulk-compare Hundreds of keywords on one Google Trends scale
airbnb-occupancy-calculator Occupancy, ADR, RevPAR and revenue for any Airbnb market
yelp-lead-list Every Yelp business for a trade in a city, past the 240-result cap
jumia-price-tracker Jumia prices across 8 African markets
reddit-job-intelligence Reddit job posts classified by AI, refreshed twice a day
pit-fundamentals Point-in-time fundamentals from SEC XBRL filings

Production scrapers

30+ public scrapers on Apify, covering social media, property, travel, e-commerce, reviews and leads, and market trends. The full list, with documentation: mayowaogedengbe.com/scrapers

Work with me

Request data · mayowaogedengbe.com · headply@mayowaogedengbe.com · LinkedIn

Public data by default. Anything behind a login, let's talk.

Pinned Loading

  1. pit-fundamentals pit-fundamentals Public

    Point-in-time fundamentals from SEC EDGAR XBRL filings, with the date every number became public.

    Python

  2. airbnb-occupancy-calculator airbnb-occupancy-calculator Public

    Airbnb occupancy rate, ADR, RevPAR and revenue for any city from live calendars. Market summary + per-listing CSV. Pay-per-use AirDNA alternative.

    Python

  3. apify-data-tools-mcp apify-data-tools-mcp Public

    Remote MCP server config: Threads, Yelp, YouTube/TikTok transcripts, Google Trends, Airbnb occupancy and Jumia prices as tools for Claude, Cursor and VS Code.

  4. google-trends-bulk-compare google-trends-bulk-compare Public

    Compare hundreds of keywords on ONE Google Trends scale (Google only allows 5). pytrends alternative that does not break on 429s. CSV output.

    Python

  5. youtube-tiktok-transcripts youtube-tiktok-transcripts Public

    Bulk transcripts for YouTube videos, Shorts, channels, playlists and TikTok videos. Speech recognition when a video has no captions. TXT, SRT, JSON.

    Python