Service

Web scraping and data work

I collect data from open sources and APIs, bring it to one format and put it where it is convenient: a database, a spreadsheet or a catalog.

What is included

  • Collection from APIs and public pages
  • Cleaning and deduplication
  • Storage in PostgreSQL or SQLite
  • Spreadsheet exports and reports
  • Change and price monitoring

Who it is for

  • Aggregators and catalogs
  • Marketers and analysts
  • Projects with price monitoring

Result

An up-to-date database and regular exports without manual copying.

PythonPlaywrightPostgreSQLSQLiten8n

Examples

Da Nang House: rentals in Vietnam
Catalog · bot · Mini App · webhooks

Da Nang House

A catalog of rental housing in Da Nang with a bot, a Mini App, subscriptions to new listings and auto-posting to a group.

HotTrip: flights, hot tours, a bot and a Mini App
Portal · bot · API · AI · content

HotTrip

An ecosystem around flights and tours: a portal, an AI bot, a Telegram Mini App, an API and an automated channel.

Related articles

Python · Oct 30, 2026

Aviasales API in Python: flight prices via Travelpayouts

The Travelpayouts Data API returns cached prices from Aviasales searches, not a live search. One GET request with a token in the header is enough for prices by date and route. The main risks: data can be stale or missing for rare routes, so show prices as “from” and re-check them through the link.

FAQ

Is it legal?

I work only with open data and APIs, following the sources' rules and request rate limits.

Tell me about your task

Describe what needs to be done, even in a couple of lines. I will reply with questions or an estimate.

Discuss a project →