Work History
Education
Skills
Affiliations
Timeline
Generic

Megha Nigwal

Work History

Customer Churn Prediction

Institute Technical Summer Project
  • Constructed a customer churn prediction model, highlighting the significance of data cleaning for handling duplicates and inconsistencies.
  • Employed visualizations to illustrate factors contributing to customer churn and model predictions.

Fraudulent Activity Detection in E-commerce

Summer Of Codes
  • Built a model for fraudulent activity detection, emphasizing data cleaning for handling imbalanced datasets and preprocessing for feature engineering.
  • Used visualizations to highlight patterns and anomalies in transaction data for model interpretation.

Healthcare Data Analysis

Self-Project
  • Analyzed healthcare datasets, emphasizing data cleaning for handling outliers and preprocessing for feature scaling.
  • Utilized visualizations to illustrate correlations between different health indicators and disease likelihood.

Education

B-Tech - Chemical Engineering

IIT Bombay
08-2023

Skills

  • Critical Thinking and Problem-Solving
  • Data Visualization and Manipulation
  • Machine Learning
  • Time Managment

Affiliations

Institute Web Convener

  • Responsible for improving and maintaining the Gymkhana website for updates on events
  • Initiated the development of an online music portal for the Music Club of the Institute

Department Head (Green Campus)

  • Headed PR for FLARE initiative (NSS IIT Bombay), overseeing pan-India engagements.
  • Managed events for 30K+ colleges, led a team in nature conservation with 100+ volunteers.
  • Executed virtual session for 800+ students, planting 200+ trees in IIT Bombay hostels

Timeline

Customer Churn Prediction

Institute Technical Summer Project

Fraudulent Activity Detection in E-commerce

Summer Of Codes

Healthcare Data Analysis

Self-Project

B-Tech - Chemical Engineering

IIT Bombay

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Megha Nigwal