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khushishahs02/README.md

Khushi Shah

B.Tech (Honours) ICT with Minor in Computational Science — Pre-Final Year Dhirubhai Ambani University, Gandhinagar

About Me

I'm focused on Data Analysis and AI/ML, with DSA in C++ as my daily fundamentals practice. I build end-to-end projects — from data pipelines to model explainability to deployment — and prefer understanding concepts from first principles over copying tutorial code. Currently looking for internships in software engineering, data/ML, and analyst roles.

Skills

Languages

C C++ Python SQL

ML & Data Science

Scikit-Learn XGBoost SHAP Pandas NumPy Matplotlib Seaborn

BI & Analytics

Power BI Power Query DAX

Tools & Platforms

Git GitHub Linux Jupyter Google Colab pgAdmin

Currently

  • Practicing Data Structures & Algorithms in C++
  • Building end-to-end ML projects (EDA → modeling → explainability → deployment)
  • Strengthening SQL/PostgreSQL fundamentals
  • Open to internship opportunities in SWE, Data/ML, and Analyst roles

Featured Projects

  • HealthWealth AI (Insurance Cost Prediction) — Leakage-safe regression pipeline benchmarking 8 algorithms; Gradient Boosting selected (Test R² = 0.8864). Includes SHAP explainability and subgroup fairness validation (R²: 0.852 non-smokers, 0.764 smokers).
  • Hospital ER Operations Analytics Platform — 4-page Power BI dashboard on a star-schema model, with a Power Query ETL pipeline processing 9,216 ER records across 19 months and custom DAX measures for wait time, satisfaction, and referral tracking.

Coursework

Data Structures & Algorithms · Object Oriented Programming · Database Management Systems · Computer Systems Programming · Linear Algebra · Statistics

Contact

LinkedIn Email Resume

Pinned Loading

  1. Insurance-Charges-Prediction Insurance-Charges-Prediction Public

    Jupyter Notebook 1

  2. PowerBI-HospitalER-Analytics-Dashboard PowerBI-HospitalER-Analytics-Dashboard Public

    Dashboard using PowerBI for hospital emergency room.