MEGHA SINGH

Detail-oriented Data Analyst with a solid foundation in statistical analysis and data manipulation. Proficient in extracting insights from diverse datasets and adept at data visualization techniques. Eager to apply analytical skills and contribute to projects that drive business growth and innovation.

• Data Analysis using Excel : Used functionality of Excel for Data Analytics
• Business Statistics : Data Descriptors, Statistical Distributors, Hypothesis Testing, Linear Regression
• SQL for Data Science : Learnt fundamentals of SQL and begin analyzing it for Data science purposes

House Price Prediction

• Developed a robust house price prediction model leveraging machine learning algorithms and feature engineering techniques.
• Cleaned and preprocessed dataset applied regression models including Linear Regression and Gradient Boosting and evaluated performance metrics to ensure accuracy.
• Contributed insights beneficial for real estate stakeholders.

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Twitter Sentiment Analysis

• Developed and implemented a Twitter Sentiment Analysis project leveraging Natural Language Processing (NLP) techniques.
• Extracted insights from extensive Twitter data streams to discern real-time sentiment trends. Employed advanced NLP models for precise sentiment classification , categorizing tweets into positive, negative, or neutral sentiments with exceptional accuracy.

Credit Card Fraud Detection

• Performed Exploratory Data Analysis , unveiling key patterns and insights.
• Utilized diverse Statistical and ML Algorithms such as Logistic Regression, Support Vector Machine & K-Nearest Neighbours, optimizing parameters through Grid Search to achieve impressive classification recall rates of upto 93%.
• Evaluated model performances via F1 scores, Confusion Matrix, and ROC curves, ultimately identifying Logistic Regression as the most effective classifier.

Joint Secretary | Fine Arts Club, IIT(BHU)

• Managed IIT(BHU) Fine Arts Club, overseeing operations, organizing workshops, and directing a team of 80+ members.
• Fostered member engagement, cultivated internal cohesion, and forged partnerships to enhance event diversity and outreach.

Marketing Executive | Cultural Weekend, IITBHU

• Led sponsorship efforts for Chitrakala art event. Collaborated with a team of 6, securing sponsorships from 300+ brands.
• Managed INR 12.5K budget for smooth execution of week-long online event.

• Won Silver Medal in Kho-Kho in Spardha '19, the annual sports fest of IIT (BHU).
• Won Bronze Medal in Kho-Kho in Udghosh '19, the annual sports fest of IIT Kanpur.