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Work History
Education
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asma khan

asma khan

Indore

Summary

Dedicated professional with extensive experience in project Management and data analysis. Proven track record in leveraging technical expertise to drive business solutions and conduct market research. Skilled in Python, MySQL, Excel, Tableau, Power BI, machine learning, data manipulation, cleaning, preprocessing, MIS maintenance, and statistical analysis. Adept at understanding business problems and writing efficient data queries for reporting and analytics. Proficient in data manipulation libraries, mathematical software, machine learning frameworks, data visualization, data collection, preprocessing, analysis, and collaborating with cross-functional teams to deliver solutions. Quality Assurance: Conduct thorough testing and validation of BI solutions to ensure accuracy, completeness, and reliability of data and reports. Management Skills: Planning, Leadership, Time Management, Strong Communication, Problem-Solving, Analytical Skills, Tech Savvy Data Science Packages: Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn, TensorFlow, Keras

Work History

  • Dedicated professional with extensive experience in project Management and data analysis
  • Proven track record in leveraging technical expertise to drive business solutions and conduct market research
  • Skilled in Python, MySQL, Excel, Tableau, Power BI, machine learning, data manipulation, cleaning, preprocessing, MIS maintenance, and statistical analysis
  • Adept at understanding business problems and writing efficient data queries for reporting and analytics.

Quality Assurance

  • Conduct thorough testing and validation of BI solutions to ensure accuracy, completeness, and reliability of data and reports.

  • Management Skills: Planning, Leadership, Time Management, Strong Communication, Problem-Solving, Analytical Skills, Tech Savvy

  • Data Science Packages: Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn, TensorFlow, Keras

Play Store App Review Analysis

  • Conducted comprehensive exploratory data analysis (EDA) on Play Store data, leading to actionable insights for app developers
  • Implemented sentiment analysis on user reviews, identifying key areas for app improvement and enhancing user engagement
  • Analyzed app performance across categories and correlated data points (ratings, size, and category) to provide strategic recommendations for developers.

Product Dissection of LinkedIn

  • Conducted an in-depth analysis of LinkedIn's features, identifying key elements that drive professional networking, skill development, and talent acquisition
  • Developed comprehensive case studies showcasing real-world problems solved by LinkedIn, such as enhancing job seeker-recruiter efficiency and promoting skill development
  • Designed a detailed relational schema for LinkedIn, including ER diagram creation, to represent user profiles, connections, job postings, and skills, ensuring efficient data management and retrieval.

TRANSFORMING EDA TO DATABASE

  • Utilized Python, SQL, and Tableau to analyze Play Store data, including app details and user reviews, to derive actionable insights
  • Achieved a 20% improvement in user engagement for targeted app categories by identifying key factors influencing app success
  • Demonstrated expertise in data management, sentiment analysis, and strategic planning to support app development and marketing decisions
  • Skills showcased include data analysis, visualization, Python programming, SQL querying, and Tableau for business intelligence.

Education

Masters in Data Science -

Wolf University
01-2024

PGDM -

International School of Business Administration
01-2023

Bachelor of Science in Biotechnology -

Devi Ahilya Vishwavidyalaya
01-2019

Skills

  • Programming Languages: Python, SQL, R
  • Data Science Packages: Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn, TensorFlow, Keras
  • Data Visualization: Tableau, Power BI
  • Statistical & Machine Learning: Classification, Regression, Clustering, Decision Trees, Random Forest, Naive Bayes, KNN, K-Means
  • Other Tools: MS Excel, MS PowerPoint
  • Data Preprocessing & Analysis
  • Data Collection and Cleaning
  • Statistical Analysis
  • Machine Learning
  • Data Manipulation
  • Data Visualization
  • Report Generation

Websites

Timeline

Quality Assurance

Play Store App Review Analysis

Product Dissection of LinkedIn

TRANSFORMING EDA TO DATABASE

Masters in Data Science -

Wolf University

PGDM -

International School of Business Administration

Bachelor of Science in Biotechnology -

Devi Ahilya Vishwavidyalaya

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asma khan