Portfolio

Comprehensive Project

Practicum Project: National Chain Retailer Attraction Plan Open the notebook
The project objective is to attract a national retailer and identify an optimal location for it in Downtown Rochester with consideration of economic status, demographic attributes and business opportunities. Methodologies included quantitative and qualitative research: data augmentation, peer city comparable analysis, descriptive analysis, predictive modeling, and final pitch deck. (More info: Executive Summary / Data)


Internal Consulting: Mad Hatter Growth Strategy
To help ameliorate the performance of the local restaurant Mad Hatter and capture a larger share of the market, we recommend opening a second branch in Pittsford in the optimal location, along with Product Improvements, Social Media Marketing, Search Engine Optimization and Online & offline strategies against COVID-19.


Projects with Tableau

Data Visualisation: Airbnb Selection in NYC 2019


Projects with R

TURF analysis: Yorgurt Flavor Selection


Conjoint Analysis: Toy Horse Product Line Design


Conditional Causal Effect: Targeting for Email Campaign


Pricing Analytics: Estimating Demand for Cars


Pricing Analytics: Launching New Product


Projects with Python

Topic Modeling: Food Trend Detection


Sentiment Analysis: Non-negative Tweet Detection for Airlines


Classification Model: Credit Risk Prediction with LightBGM