Analyzing the competitive landscape of the OTA market through financial data reveals four distinct strategic positions. From BKNG's mature market leadership to ABNB's growth-focused expansion, this an...
Blog Posts
This case study walks through building an end-to-end NLP + XGBoost pipeline for market forecasting—covering news ingestion, text cleaning, named entity recognition, targeted sentiment analysis, and XG...
This case study analyzes over 100 LinkedIn posts using Python-powered NLP techniques. Topic modeling, keyword extraction, and zero-shot classification. The goal was to identify the narrative structure...
Discrete Choice Modeling for CPG Line Extensions
discrete-choice-modeling
A case study using synthetic data and discrete choice modeling to reveal how product attributes like pasta shape, sauce base, and price can drive consumer purchase decisions in ready-to-heat meals.