Welcome to my portfolio website, where I showcase data analytics, data science, and business intelligence projects completed as part of my internship at Unified Mentor Pvt. Ltd.
I am currently transitioning from IT staffing to Data Analytics / Data Science / AI Engineering, and this portfolio reflects my practical work across Python, SQL, Power BI, Excel, and data storytelling.
🔗 Live Website:
https://swapniltayde09.github.io/UM-Projects-Portfolio/
I am a detail-oriented professional transitioning into the data domain with a strong interest in solving business problems using analytics, visualization, and machine learning. Through my internship projects at Unified Mentor Pvt. Ltd., I have worked on real-world datasets across HR analytics, pricing intelligence, influencer analytics, e-learning analytics, and retail sales analysis.
My goal is to build a career in:
- Data Analytics
- Data Science
- AI Engineering
- Business Intelligence
- Languages: SQL, Python
- Libraries: Pandas, Matplotlib, Seaborn
- Visualization: Power BI, Tableau, Excel Charts
- Database: MySQL
- Other: Exploratory Data Analysis, Dashboarding, Data Cleaning, Feature Engineering, Reporting
Tools: Python, Data Analysis, Visualization
This project analyzes employee attrition drivers and workforce patterns to help identify the factors influencing employee turnover. [file:33][file:48]
- Attrition trend analysis
- Driver identification
- Correlation and workforce insights
Repository:
https://github.com/swapniltayde09/hr-attrition-analysis-ml-dashboard
Report:
HR_Attrition_Analysis_Report_Detailed.pdf
Tools: Python, EDA, Visualization
This project explores salary trends in data science roles across experience levels, job categories, and locations. [file:33][file:51]
- Salary distribution analysis
- Experience-level comparisons
- Role and compensation insights
Repository:
https://github.com/swapniltayde09/Data-Science-Job-Salaries-Analysis
Report:
Data_Science_Salary_EDA_Detailed_Report.pdf
Tools: Python, Excel, Power BI, MySQL
This project builds a pricing intelligence framework for used motorcycles using cleaned listing data, feature engineering, and predictive valuation logic. The analysis used 7,857 raw records, 5,869 cleaned records, and 5,071 model-ready records. [file:49]
- Pricing intelligence dashboard
- Undervalued vs fair vs overpriced listings
- Depreciation analysis
- Predictive pricing model
Repository:
https://github.com/swapniltayde09/pre-owned-motorcycle-analytics
Report:
Pre-Owned_Motorcycle_Financial_Analysis_Report.pdf
Tools: SQL, Excel, Tableau, Python
This SQL-driven analytics project evaluates 200 top Instagram influencers using engagement, momentum, efficiency, and corrected influence scoring instead of follower count alone. [file:50]
- Engagement-based influencer evaluation
- Momentum and growth analysis
- Geographic and ROI insights
- Corrected scoring framework
Repository:
https://github.com/swapniltayde09/Instagram-Influencer-Analytics
Report:
Instagram_Influencer_Report_Final.pdf
Tools: SQL, Excel, Data Visualization
This project analyzes 6,659 Udemy courses from 2010 to 2020 to identify pricing, growth, quality, and category performance trends. [file:44]
- Category performance analysis
- Growth trend analysis
- Pricing strategy insights
- Subscriber and rating patterns
Repository:
https://github.com/swapniltayde09/Udemy-Courses-Performance-Analysis
Reports:
Udemy-_Course_Analysis_Report.pdf
Udemy_EDA_Presentation.pdf
Tools: SQL, Excel, Dashboarding
This project explores retail sales and profitability patterns across categories and business dimensions to support decision-making. [file:33][file:45]
- Profit by category
- Sales trend insights
- Retail performance analysis
Repository:
https://github.com/swapniltayde09/Supermart-Grocery-Sales-Retail-Analytics
Report:
Supermart_Sales_Analytics_Report.pdf
This portfolio highlights my ability to:
- Clean and transform raw data
- Perform exploratory data analysis
- Build dashboards and reports
- Generate business insights from structured and unstructured datasets
- Communicate findings in a clear, decision-oriented format
These projects were completed during my internship at UM Pvt. Ltd., where I worked on practical analytics assignments across multiple domains. The portfolio reflects my learning journey, technical development, and transition into analytics-focused roles. [file:49][file:44][file:50]
- Name: Swapnil Tayde
- Portfolio Website: https://swapniltayde09.github.io/UM-Projects-Portfolio/
- GitHub: https://github.com/swapniltayde09
- LinkedIn: Add your LinkedIn profile link here
- Email: Add your email here
This repository is intended to present my internship projects, reports, dashboards, and analytics work in one place for recruiters, hiring managers, and collaborators.## Developer Portfolio Landing Page Template