Case Studies
Product Intelligence Hub Case Study
Launched data-driven product intelligence platform with ML-powered recommendations, demand forecasting, and dealer matching.
Case Study 01
ReactNode.jsMongoDB
Product Intelligence Hub
Software platform with recommendation algorithms and growth analytics.
Launched data-driven product intelligence platform with ML-powered recommendations, demand forecasting, and dealer matching.
Role
Data Scientist & Product Engineer
Timeline
Q4 2023 路 10 weeks
Industry
Manufacturing & Data Analytics
What I delivered
- Implemented collaborative filtering for product recommendations.
- Built demand forecasting models using time series analysis.
- Developed dealer-product matching algorithm using similarity metrics.
Highlights
- Recommendation engine achieving 65% click-through improvement.
- Forecasting model with MAPE < 15% on regional demand.
- Smart dealer routing reducing lead assignment time by 70%.
Impact metrics
120%Recommendation relevance improvement
0.8sForecast accuracy (MAPE)
18Dealer onboarding acceleration
ML & Tools
ReactNext.jsTypeScriptNode.jsMongoDBExpressChart.js