Hi, I am Mishika!

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Mishika

Data Enthusiast

Problem-Solver | Learner | Creative

I am a passionate MS in Business Analytics (STEM Designated) student at UCLA Anderson, in addition to being a Master of Arts and Bachelor of Arts (Economics) graduate with experience in consulting across the data analytics and machine learning domain. Most recently, I worked as an Analytics Associate at Bain & Company, where I was focused on working with clients across retail, technology, finance, and construction sectors to analyze the venture ecosystem and support their strategic objectives.

I find it immensely gratifying to see the conversion of raw data into logical projections. As a result, I keep exploring real-world datasets and undertake projects focused on deploying machine learning algorithms. 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/ Big Data

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



Machine Learning Toolkit


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



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
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


  • Jan' 24 - Present

    Data Analyst Intern

    UCLA Athletics

    University of California, Los Angeles

  • Feb' 22 - Aug' 23

    Senior Analytics Associate

    Bain & Company

    Gurugram, India

  • Jul' 20 - Feb' 22

    Associate

    Invest India

    New Delhi, India

CONTACT ME

Feel free to reach out!




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