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Profile

Join date: Nov 7, 2025

About

Amer Almoottassem is a Data Analyst and Product Engineer at Ficstar, where he has contributed to the company’s enterprise web-scraping and data-quality infrastructure since 2022. With a background in mechanical engineering and advanced training in data science from the University of Colorado Boulder, Amer specializes in turning large, unstructured web datasets into accurate, reliable, and decision-ready information for enterprise clients. His work spans anomaly detection, product matching, QA automation, and data-driven workflow optimization. Based in Vancouver, he brings a rigorous engineering mindset to complex web-data challenges.

Areas of Expertise:

  • Data Analysis & Large-Scale Web Data Processing

  • QA Automation & Anomaly Detection

  • Product Engineering for Data Pipelines

  • SQL, Python & Analytical Tooling

  • Enterprise Web Scraping Workflows


LinkedIn: https://www.linkedin.com/in/amer525/

Posts (1)

Nov 7, 2025 ∙ 10 min
How Ficstar Uses NLP and Cosine Similarity for Accurate Menu Price Matching
At Ficstar, we use a mix of three things to get the highest possible web data accuracy. We use NLP, plus some smart statistics, and finally, human checks to make sure everything is right. By combining the speed of machines with the careful eye of people, we make sure every piece of data is reliable. I`m going to walk you through the key steps of our process. These are the same steps we use to help our clients keep track of prices and stay competitive online.
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