Telegram bot for parsing and AI automation of Job portal
Task:
Create a smart job search hub (JobJoker Ukraine) that automatically collects job vacancies from all of Telegram and structures them. The main goal is for users not to get lost in the flow of messages and to receive only relevant content.
Solution:
A comprehensive solution has been implemented based on the Telegram API with artificial intelligence integration:
1. Smart Parsing: The bot monitors a wide network of donor channels and collects the flow of messages.
2. AI Analysis and Classification:
* Instead of simple keyword searches, an AI model is connected that reads and understands the context of each announcement.
* The artificial intelligence accurately determines the specialization even without explicit hashtags (for example, distinguishing a graphic designer from a web designer or SMM from a Targetologist).
3. Publication in Topics: Based on the AI solution, the bot automatically publishes the vacancy in the appropriate thematic thread of the forum.
* Example: The vacancy "Reels Editing" automatically goes to the Video Editor or Content SMM thread.
* Example: A technical vacancy for React.js clearly falls into Front-End.
Technical Features:
* AI (LLM) integration for semantic text analysis.
* Working with Telegram Forum (Topics feature) for structuring.
* Smart filtering of spam and duplicates through AI (filtering out ads, scams).
* Automatic formatting of posts for better readability.
* Support for dozens of categories: IT, Marketing, Design, SMM, Copywriting, etc.
Result:
A fully autonomous platform JobJoker has been created. Thanks to AI, sorting errors are minimized — thousands of vacancies are automatically organized "on the shelves." The user subscribes only to those threads that interest them, without receiving unnecessary notifications.
Key Skills (Tags):
* Python
* AI Integration / OpenAI API
* Telegram Bot API
* Natural Language Processing (NLP)
* Web Scraping
* Automation
#python #telegrambot #ai #openai #parsing #automation #nlp #webscraping #chatbot #development
Create a smart job search hub (JobJoker Ukraine) that automatically collects job vacancies from all of Telegram and structures them. The main goal is for users not to get lost in the flow of messages and to receive only relevant content.
Solution:
A comprehensive solution has been implemented based on the Telegram API with artificial intelligence integration:
1. Smart Parsing: The bot monitors a wide network of donor channels and collects the flow of messages.
2. AI Analysis and Classification:
* Instead of simple keyword searches, an AI model is connected that reads and understands the context of each announcement.
* The artificial intelligence accurately determines the specialization even without explicit hashtags (for example, distinguishing a graphic designer from a web designer or SMM from a Targetologist).
3. Publication in Topics: Based on the AI solution, the bot automatically publishes the vacancy in the appropriate thematic thread of the forum.
* Example: The vacancy "Reels Editing" automatically goes to the Video Editor or Content SMM thread.
* Example: A technical vacancy for React.js clearly falls into Front-End.
Technical Features:
* AI (LLM) integration for semantic text analysis.
* Working with Telegram Forum (Topics feature) for structuring.
* Smart filtering of spam and duplicates through AI (filtering out ads, scams).
* Automatic formatting of posts for better readability.
* Support for dozens of categories: IT, Marketing, Design, SMM, Copywriting, etc.
Result:
A fully autonomous platform JobJoker has been created. Thanks to AI, sorting errors are minimized — thousands of vacancies are automatically organized "on the shelves." The user subscribes only to those threads that interest them, without receiving unnecessary notifications.
Key Skills (Tags):
* Python
* AI Integration / OpenAI API
* Telegram Bot API
* Natural Language Processing (NLP)
* Web Scraping
* Automation
#python #telegrambot #ai #openai #parsing #automation #nlp #webscraping #chatbot #development
Kyiv 
Available for hire
Offer work