Data / Automation — 2024
Market Intelligence & Visualization Engine
Year
2024
Category
Data / Automation
Stack
- Python
- PIL
- Selenium
- Telegram Bot API
- Email API
Case Study
Download PDFThe Problem
Commodity and material pricing data is scattered across dozens of sources, formats, and update cadences. By the time a human collates, normalises, and spots a meaningful movement, the market has already moved.
The Solution
An automated intelligence pipeline that ingests pricing data from multiple sources, normalises and enriches it, then triggers targeted morning alerts via Email and Telegram — complete with HD analytical charts — only when the movement actually matters.
Built a fully automated market intelligence system that pulls commodity and material prices from a wide range of sources, cleans and normalises the data into a single historical dataset, and computes technical indicators to detect meaningful market movements. Instead of spamming stakeholders with every tick, the engine evaluates whether a price change is significant, then generates HD analytical charts programmatically using PIL and dispatches them over Email and Telegram each morning. The result is a persistent historical database for trend analysis, prompt early-market alerts, and rich, stakeholder-ready visual briefings — all running on cron-scheduled, resilient pipelines with webhook retry and failover logic.
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