Urban Solar Suitability Planner
A planner for identifying optimal rooftop solar locations in urban environments using data-driven suitability modeling.
Hi, I’m
Ruchi Patil
Data science, machine learning, and project work.
I build clean Python-powered portfolio experiences with practical data science projects, analytics tools, and model-driven insights.
Featured work
Fraud / Under-Appraisal Clustering
A clustering analysis to identify suspicious appraisal behavior and potential fraud in financial datasets.
Vehicle Make/Model Standardization
A standardization pipeline to normalize messy vehicle make and model text for analytics and matching tasks.
Recent posts
Building a data science portfolio in Python
A practical guide to creating a clean, Python-first portfolio site that highlights data science work without relying on JavaScript frameworks.
Notes on clustering experiments
Reflections from a clustering project, including the importance of feature scaling, cluster validation, and interpretable groupings.