Hi, I am Mishika!

Welcome to my website
Know More

Mishika

Strategic Analytics and Data Science

Problem-Solver | Learner | Creative

I am a passionate MS in Business Analytics (STEM Designated) student at UCLA Anderson, graduating in December 2024. Currently, I am working as a Strategic Analytics and Data Science Intern at Copart Inc, a global leader in all-online auto auctions where I analyze member behavior and auction data to support business objectives, enhance user engagement, and improve operational efficiency in the automotive auction industry.

When I am not playing with data, you can find me smashing the net at the badminton court, exploring hikes in Southern California, or playing board games.

Technical Skills

Programming Languages

  • Python
    • NumPy
    • Pandas
    • Sklearn
    • Statsmodels
    • NLTK
    • TensorFlow
  • SQL
  • R
  • Git
  • Google Analytics

Machine Learning Toolkit

  • Exploratory Data Analysis (EDA)
  • Regression
  • Classification
  • Clustering
  • Natural Language Processing (NLP)
  • Time Series Analysis
  • Neural Networks
  • A/B Testing
  • Causal Inference

Data Visualization




Portfolio

Detecting Hate/ Toxic Tweets using NLP
Prediction and classification of Twitter tweets as troll comments
Identifying Risk of Heart Disease
Prediction of likelihood of patient to have a heart disease
Segmentation with Clustering
Segmentation of people based on demographic/ psychographic attributes
Portfolio Optimization
Optimizing financial portfolios to achieve a target return
Airbnb Price Prediction
Predicting prices of Airbnb listing using linear programming techniques
Readmissions Forecast
Predicting the likelihood of emergency department (ED) readmissions
Beverage Cup Market Segmentation
Segmenting customers using affinity-based and classical (K-means) clustering
Credit Card Default with Neural Networks
Prediction of likelihood of individual to default on credit card
Key Sustainability Metrics Analysis
Analysis of key sustainability and economic metrics across the world
BellaBeat Case Study: Google Capstone
Analysis of smart device fitness data to recommend marketing strategy
Predicting Life Expectancy
Analysis of multiple factors to predict life expectancy of a country
Tennis Match Winner Prediction
Analysis of 20 year-grand slam tournaments to predict match winner
Walmart Sales Data Analysis
Prediction of Walmart sales during markdowns/ holidays

Relevant Experience


  • Image 1 Description

    Jun' 24 - Present

    Strategic Analytics and Data Science Intern

    Copart Inc.

    Dallas, Texas

  • Apr' 24 - Jun' 24

    Data Science Graduate Student Researcher

    Anderson School of Management

    University of California, Los Angeles

  • Image 3 Description

    Feb' 22 - Aug' 23

    Senior Analytics Associate

    Bain & Company

    Haryana, India

  • Image 4 Description

    Jul' 20 - Feb' 22

    Associate

    Invest India

    New Delhi, India

CONTACT ME

Feel free to reach out!




Copyright © {{ site.title }} {{ 'now' | date: "%Y" }}