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faddednatasha/README.md

Typing SVG


GitHub Streak

๐Ÿ‘‹ About Me:

I'm a passionate Data & Business Analytics enthusiast with a strong foundation in Data Science, Machine Learning, and UI/UX Design. I enjoy uncovering meaningful insights from complex datasets and turning them into actionable strategies and intuitive digital experiences. My journey involves a blend of analytical problem-solving and user-centered design, focused on making data both impactful and accessible.

๐ŸŒ Connect with me:

LinkedIn Email

๐Ÿ’ป Tech Stack:

Programming & Scripting

Python SQL C++ C JavaScript

Data Science & Machine Learning

Pandas NumPy Matplotlib TensorFlow PyTorch Scikit-Learn

Business Intelligence & Analysis

Power Bi Tableau Excel Jira Streamlit

Design & UI/UX

Figma Adobe Canva Dribbble

Cloud & Deployment

Azure Google Cloud Netlify Vercel

Soft Skills

Analytical Thinking Problem Solving Strategic Planning Communication Team Collaboration Adaptability

๐Ÿš€ Featured Projects

Data Analysis & Machine Learning

๐Ÿ”น Performed Exploratory Data Analysis (EDA) on Indian flight data to uncover pricing trends and airline performance.
๐Ÿ”น Developed predictive models using Python to estimate airfares based on duration, stops, and departure timing.
๐Ÿ”น Visualized seasonal fluctuations and booking patterns to provide cost-optimization insights for travelers.

๐Ÿ”น Investigated key factors leading to customer attrition through detailed Exploratory Data Analysis.
๐Ÿ”น Used Pandas and Seaborn to visualize correlations between service usage, contract types, and churn rates.
๐Ÿ”น Provided actionable insights and early-warning signs to help businesses improve retention strategies.

๐Ÿ”น Developed a risk assessment tool focused on identifying potential credit defaults and financial irregularities.
๐Ÿ”น Implemented Machine Learning algorithms to classify high-risk profiles based on historical financial data.
๐Ÿ”น Streamlined the data preprocessing phase to ensure high model accuracy and reliable decision support for lenders.

๐Ÿ”น Conducted a comprehensive study of e-commerce transactions to identify top-performing products and regional sales trends.
๐Ÿ”น Performed customer segmentation analysis to help tailor marketing efforts toward high-value demographics.
๐Ÿ”น Built visual reports to track monthly growth, revenue streams, and order fulfillment efficiency.

๐Ÿ”น Analyzed marketing funnel data to track the customer journey from lead generation to final sales conversion.
๐Ÿ”น Identified bottlenecks in the conversion process using SQL and Python to improve ROI.
๐Ÿ”น Created data-driven recommendations to optimize marketing spend and enhance customer acquisition strategies.

๐Ÿ”น Developed a system to scrape, store, and manage structured quote data for content analysis.
๐Ÿ”น Utilized Python libraries to process text data and organize it into a searchable, user-friendly format.
๐Ÿ”น Focused on data integrity and efficient retrieval for use in creative or analytical applications.


Business Intelligence & Dashboards

๐Ÿ”น Designed an interactive dashboard to analyze Amazon Primeโ€™s content library, focusing on genre distribution and ratings.
๐Ÿ”น Visualized viewership trends and global content availability using Power BI/Tableau.
๐Ÿ”น Provided data-driven insights into content strategy and audience preferences for streaming services.

๐Ÿ”น Built a comprehensive visual report exploring Netflix's movies and TV shows dataset.
๐Ÿ”น Tracked the growth of content over time and identified top-performing directors and countries.
๐Ÿ”น Optimized data layouts to showcase key metrics like release years and maturity ratings at a glance.

๐Ÿ”น Created a dynamic sales performance tracker to monitor revenue, profit margins, and sales targets.
๐Ÿ”น Focused on regional performance and product category analysis to identify growth opportunities.
๐Ÿ”น Utilized advanced filtering and drill-down features to allow for granular data exploration.


UI/UX Design & Product Development

๐Ÿ”น Designed a clean, intuitive weather application interface focusing on real-time atmospheric updates and forecasts.
๐Ÿ”น Created high-fidelity prototypes in Figma with a focus on data visualization and ease of use.
๐Ÿ”น Applied modern UI principles to ensure a seamless experience across different device screens.

๐Ÿ”น Designed a high-fidelity fitness application focused on personalized workout tracking and health monitoring.
๐Ÿ”น Developed intuitive user flows and wireframes in Figma to enhance user engagement and retention.
๐Ÿ”น Applied modern UI principles to create a seamless, motivating experience for health-conscious users.

๐Ÿ”น Engineered the UI/UX for a food delivery platform, streamlining the process from discovery to checkout.
๐Ÿ”น Focused on mobile-first design, ensuring a responsive and accessible interface for diverse users.
๐Ÿ”น Prototyped interactive elements to simulate a real-world ordering experience.

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  1. Python-code-diary Python-code-diary Public

    A collection of beginner-friendly Python programs, organized from basics to intermediate concepts. Practice variables, loops, conditionals, functions, arrays, strings, and patterns while maintaininโ€ฆ

    Python

  2. SQL-code-diary SQL-code-diary Public

    A structured collection of SQL practice queries from basic to advanced concepts. Organized topic-wise with daily commit workflow