Portfolio
Business Process Automation (BPA)

Real-Time News Aggregation and Reporting System

Industry: E-Commerce / Retail
Built for analysts and decision-makers to track global news cycles and receive synthesized briefings without manual feed monitoring.

Problem

The manual collection and summarization of global news leads to information fatigue and delayed strategic responses.
  • Information Overload: Monitoring multiple global outlets like Reuters and Bloomberg manually is a massive resource drain.
  • Relevance Filtering: High noise volume makes it difficult to isolate the top 10 most impactful stories within a specific niche.
  • Synthesis Delay: Transforming raw news articles into a cohesive, readable briefing for stakeholders requires significant manual effort and time.

Solution

The system automates the entire news lifecycle, from dynamic keyword discovery to high-fidelity email delivery.
  • Dynamic Discovery: An n8n-driven trigger that initiates deep-web searches across news datasets based on user-defined keywords.
  • Lifecycle Management: Orchestrates the submission and retrieval of data via Bright Data with persistent polling to ensure data integrity.
  • Advanced Metadata Sorting: A Python layer that parses timestamps and metadata to isolate the most recent and relevant articles.
  • Generative Synthesis: Integrated Google Gemini Flash to transform multiple disparate articles into a single, cohesive narrative briefing.
  • Automated UI Rendering: Dynamically converts AI-generated Markdown into professional, styled HTML for high-fidelity email presentation.

Tech Stack

  • Automation: n8n.
  • Data Sourcing: Bright Data (Dataset API).
  • AI Engine: Google Gemini Flash.
  • Infrastructure: Python, HTML/CSS, and SMTP.

Results

  • Strategic Agility: Enabled stakeholders to react to global news trends in real-time through automated, high-speed briefings.
  • Labor Efficiency: Eliminated the manual research and drafting phase, saving hours of analyst time daily.
  • Information Clarity: Replaced fragmented article links with a single, synthesized narrative that highlights core market trends.
  • Professional Delivery: Established a consistent, high-fidelity reporting standard across the organization.