🎓 IIT Madras BS Degree in Data Science and Applications
📍 India

I am passionate about Data Analytics, Statistics, Economics, and Data Visualization.

My learning approach focuses on building practical projects that combine analytical thinking, statistical reasoning, visualization, and real-world problem solving.

I enjoy transforming data into insights through Python, Statistics, Dashboards, and Analytics Projects.

• IIT Madras BS Degree in Data Science and Applications
• Foundation Level Completed
• Preparing for Diploma Level Courses
• Building project-based expertise in:
  • Python
  • Statistics
  • Data Analytics
  • Databases
  • Machine Learning

• 🐼 Advanced Pandas
• 📊 Statistics Projects
• 📈 Data Visualization
• 🗄 SQL & Databases
• 🌐 Streamlit Dashboards
• 🇮🇳 India Growth Dashboard Series
• 📚 IIT Madras Diploma Preparation

A growing analytics project series exploring major economic reforms, policy changes, governance initiatives, financial crises, and development indicators that shaped modern India.

Topics include:

• 1991 Economic Reforms
• SEBI Formation
• Capital Market Reforms
• FRBM Act
• GST
• Financial Inclusion
• Corporate Governance Reforms
• Economic Policy Analytics

Technologies:

Python • Pandas • Statistics • Economics • Visualization • Analytics

Mini-projects covering:

• Descriptive Statistics
• Probability
• Monte Carlo Simulation
• Central Limit Theorem
• Trend Analysis
• Normal Distribution

🔗 https://github.com/25f2005869-glitch/basic-statistics-projects

Business analytics project using:

• Python
• Pandas
• Matplotlib

Features:

• Monthly Sales Analysis
• Trend Visualization
• Performance Insights
• Data Exploration

🔗 https://github.com/25f2005869-glitch/sales_data_analysis_project

Interactive dashboard built using:

• Pivot Tables
• KPI Tracking
• Dynamic Charts
• Business Reporting

🔗 https://github.com/25f2005869-glitch/excel-sales-dashboard-project

Repository dedicated to:

• Core Python
• Problem Solving
• Logic Building
• Weekly Coding Exercises

🔗 https://github.com/25f2005869-glitch/python-fundamentals-practice

• 🎓 IIT Madras BS Data Science Student
• 📊 Multiple Analytics Projects Completed
• 📈 Dashboard Development Experience
• 🧠 Consistent Project-Based Learning
• 🐍 Python & Statistics Practice
• 🇮🇳 Economics and Policy Analytics Projects

Score: 96.40%

🔗 https://www.coursera.org/account/accomplishments/verify/Y70M212V1374

• Data Analytics
• Statistics
• Economics
• Public Policy Analytics
• Governance Analytics
• Data Visualization
• Machine Learning
• Computational Social Science
• Educational Analytics

To become an educator and researcher in Data Science, Statistics, Economics, and Public Policy Analytics while contributing through analytical frameworks, educational resources, and data-driven projects.

Consistency beats intensity.

Understanding beats memorization.

Data becomes valuable only when transformed into insight.

📧 Email: 25f2005869@ds.study.iitm.ac.in

🔗 LinkedIn

https://www.linkedin.com/in/saloni-tiwari-b15780373/

🚀 Learning, Building, and Improving Through Projects Every Day