Services

Web Development

Python / Django / MERN Stack / WordPress

We create high-performance, responsive, and dynamic online IT solutions that are customized to meet your particular business requirements.

fintech Web Development Services

Artifical Intelligence

Machine Learning/Big Data Analytics /Data Science

We provide you with the next-generation solution to your business for AI digital transformation and our Machine learning tools 

AI

Mobile App Development

Flutter /Dart/React Native/Type script

Create your mobile app for enhancing user experience and driving engagement and automated your solution with AI and unstoppable business growth

it services Mobile App Development

Data Mining

Web Scraping/Data warehouse/Data analytics/

Find your business growth with your existing data and optimized it according to your customers with the help of our web scrapping tools 

IT solutions

Ecommerce

Shopify / WooCommerce

Create your online visibility through the online store and reach your audience with our creative innovative store

It services

SEO

On Page / Off Page / Technical SEO

Turn your business growth around and attract organic traffic with professional SEO services for improved Google rankings.

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Overview Company

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Company In Pakistan

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Key Benefits to work with us

Why Choose Gulzar Soft?

We are committed to bringing innovative ideas and AI-powered software development solutions to help businesses thrive in the digital era.

Innovation and Client Approach

Our software developers prioritize client satisfaction by delivering innovative solutions tailored to meet your business objectives.

Quality That Matters

We focus on delivering high-quality projects that provide not only effective business solutions but also long-term sustainability for our customers.

Value For Money

Our project approach drives measurable results, supports marketers in achieving their goals, and addresses customer needs within their budget.

Let’s Bring Your Vision to Life

 Our project approach drives measurable results, supports marketers in achieving their goals, and addresses customer needs within their budget..

NEWS BRIEF

In this project, we implemented a system for Information Extraction (IE) from raw news articles. The system automatically extracts structured data such as entities, relationships, events, and metadata from unstructured text, making it easier for businesses to analyze and utilize news content.

Objective

The goal of this project is to extract key pieces of information from news articles, such as:

  • Translation Translate the text into Chinese
  • Entities (e.g., persons, organizations, locations)
  • Events mentioned in the article
  • Sentiments from various perspectives
  • Metadata such as news source, category, and credibility ratings

This data is utilized for:

  • Automated content analysis
  • Market research
  • Media monitoring
  • News aggregation

Tools & Technologies Used

  • Python: The primary programming language for text processing.
  • Natural Language Processing (NLP) Libraries:
    • spaCy: For Named Entity Recognition (NER), dependency parsing, and relation extraction.
    • OpenAi: For translation, extracting sentiments and collecting metadata 

Key Features

  1. Entity Extraction:
    • Identify and extract entities such as people, organizations, locations, and dates.
  2. Language Translation:
    • Translate the title and description to Chinese and in any other language that client requires.
  3. Event Extraction:
    • Detect significant events, such as demands for extradition or political developments.
  1. Sentiment Extraction:
    • Extract sentiment from different comments, categorizing them into neutral, left-wing, and right-wing perspectives.
  2. Metadata Extraction:

Extract additional metadata such as the news source, category, importance rating, and timeliness rating.