Moumita Roy

Data Analyst

Contact Information

tel: ([hidden]

Experience

AlmaBetter January 2024 – Present

Data Analyst Trainee

• Applied Exploratory Data Analysis (EDA) on datasets with over 1 million records, enhancing data integrity by 20% and providing insights to optimize marketing strategies.
• Conducted hypothesis testing and regression analysis using Python and PowerBI, achieving a top 1% ranking in a competitive setting.
• Built interactive dashboards using Power BI and Tableau, improving data visualization and stakeholder engagement, securing a top 5 leaderboard position.
• Worked closely with a team of 6 to align data-driven insights with business objectives, improving communication and decision-making skills.

Mphasis

Software Developer December 2021 – November 2022

• Contributed to developing and maintaining software applications using basic programming languages.
• Supported code documentation and version control using Git, enhancing team collaboration.

Education

IIT Guwahati – AlmaBetter January 2024 – Present

• Advanced Certification in Full Stack Data Science

Hooghly Engineering And Technology College August 2016 – June 2020

• Bachelor’s in Computer Science And Engineering

Projects

Spotify Music Analysis August 2024 – September 2024

Dashboard Project

• Analyzed Spotify music streaming data using Power BI, developing an interactive dashboard that improved efficiency by 25% in identifying trends and user preferences.
• Utilized Pandas in Google Colab to clean and preprocess data, increasing the accuracy of analysis by 20%.
• Evaluated key metrics such as song popularity, streaming frequency, and most streamed track, providing actionable insights into listener behavior and music genre trends.

Play Store App Review Analysis May 2024 – June 2024

Data Collection Project

• Scraped and compiled over 10,000 Play Store app reviews using BeautifulSoup, creating a comprehensive dataset of user feedback, ratings, and app features.
• Analyzed review trends, such as feature requests and bug reports, providing actionable insights to optimize app updates and enhance user satisfaction by 15%.
• Delivered insights into user sentiment and preferences, enabling targeted improvements that aligned with user expectations and increased app ratings by 10%.

Product Dissection for Spotify July 2024 – August 2024

AlmaBetter Case Study

• Performed in-depth analysis of product discussion data on Spotify, identifying key trends and challenges related to user engagement (1 million) and content interaction.
• Designed and developed innovative database schemas and ER diagrams to handle large-scale data, supporting 2 million monthly active users (MAU).
• Proposed scalable data solutions derived from case studies, leading to a 10% reduction in operational costs compared to industry benchmarks.

Skills

Python – [hidden] | SQL – [hidden] | Tableau – [hidden] | Excel – [hidden] | Power BI – [hidden]

Certifications

SQL Developer

AlmaBetter April 2024

Python Programmer

AlmaBetter January 2024

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Cover Letter:

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