Mamadou Diao Bah
Python Web Scraper & Automation Specialist for SaaS and DT
New to Contra
Mamadou Diao is ready for their next project!
When Simple HTTP Requests Fail, You Need a Browser.
Modern web applications, built with frameworks like React, Vue, or Angular (SPAs), load their critical data dynamically via JavaScript. Your basic HTTP scraper sees an empty HTML file, not the product data you need.
The Power of...
Dirty Data Kills Deals. Data Validation is Non-Negotiable.
You can have the fastest scraper, but if 20% of your output contains null values, duplicate entries, or incorrect formats (e.g., currency symbols in number fields), the data is useless. Garbage in, garbage out.
My Quality...
Stop Polling Every Hour. Start Reacting Instantly.
Running a scraper every hour to check for a price change, a new product, or a critical news update is inefficient and resource-intensive. You're always playing catch-up.
The Real-Time Solution: I integrate Webhooks and...
Are You Missing Competitor Product Launches?
Your competitors don't announce their moves on their homepage—they use private newsletters, niche forum posts, and subtle email drips. Relying on manual subscription and monitoring means you're always late to the party.
The Secret Tool:...
Finance Teams: Stop Copy/Pasting. Start Analyzing.
Financial reporting and competitive benchmarking often involve extracting data from hundreds of different public sources (SEC filings, market data feeds, competitor websites). This is tedious, error-prone, and slow.
The Solution:...
