Shraddha - I'm Python Developer AI/ML.
Passionate Python developer specializing in AI/ML and data analysis. Committed to continuous innovation at the intersection of AI/ML and data analysis
What I Do?
As a Python developer focused on data analysis and machine learning, I gather, clean, and analyze data using Pandas and NumPy. I build predictive models using scikit-learn and TensorFlow, optimizing for accuracy. Collaboration is key for deploying models seamlessly into production environments. My dedication to staying updated ensures I deliver innovative solutions for business success.
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Python
95 % -
Machine Learning
80 % -
SQL
85 % -
Tableau
65 % -
PowerBI
70 % -
Excel
80 %
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Machine Learning
Unlock data insights to drive innovation and decision-making with advanced algorithms, predictive modeling, and automated processes.
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Python development
Versatile solutions for web development and data analysis with expertise in Django and Flask for scalable applications.
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Data Analysis
Extract actionable insights with advanced tools and methodologies. Support business growth through informed decision-making, comprehensive analytics, and data-driven strategies.
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Visualization
Tableau and Power BI are premier data visualization tools that transform raw data into actionable insights.
Latest Projects
Check out some of my latest projects with creative ideas.
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Data Analysis
Credit Card financial Dashboard
Developed an interactive dashboard using transaction and customer data from SQL databases, to provide real-time insights. Streamlined data processing & analysis to monitor key performance metrics and trends. Utilised PowerBI's advanced visualisation tools to create intuitive charts, graphs, and maps for better comprehension of financial data.
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Python
Netflix Data Analysis
Netflix's vast dataset to uncover patterns, preferences, and trends within the world's leading streaming platform. Leveraging Python and data analysis libraries, I dived into user behavior, content categories, and temporal dynamics to derive valuable insights.
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Data Analysis
Customer Sales Analysis
Created a comprehensive sales analysis project using Power BI with data from Order and Detail tables. Conducted quarterly sales analysis, customer segmentation, and interactive visualisations. Designed user-friendly dashboards for easy data access and sharing. Provided actionable insights that led to a 10% increase in sales performance. Identified key customer segments and recommended targeted marketing strategies.
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Data Analysis
HR Dashboard
HR Dashboard provides key insights into workforce composition, salary distribution, employee growth, and leave balances. It features a visual breakdown of job titles and gender distribution, an age distribution histogram, charts showing top earners and salary ranges by educational qualification, a line chart tracking cumulative employee growth over time, and a table displaying average leave balances by job title and gender.
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Web Scrapper
Amazon Web Scraper
Python for web scraping to extract valuable data from Amazon. By navigating through product pages, I collected information on prices, ratings, and customer reviews. Leveraging libraries such as Requests and BeautifulSoup, I crafted a robust scraper that provided actionable insights into market trends and user sentiments.
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Machine Learning
Credit Card Fraud Detection
Credit Card Fraud Detection project, I developed a robust machine learning model to identify and prevent fraudulent transactions within credit card data. Leveraging advanced data preprocessing, exploratory data analysis, and feature engineering techniques.
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