Projects
🛡️Health Insurance Premium Predictor
Tools: Python · Scikit-learn · Pandas · Matplotlib · Streamit | Mar 2025
• Worked on a 50,000-row, 14-feature health insurance dataset to predict annual premium amounts and deploy a live ML web application • Built a complete ML pipeline covering EDA, data cleaning, feature engineering, model training, error analysis, and deployment • conducted error analysis revealing poor performance (R² = 0.60) for applicants aged under 25. Applied model segmentation (Linear Regression for under 25, XGBoost for 25+), added ‘genetical risk’ feature boosting R² from 0.60 to 0.988, and deployed full preprocessing pipeline on Streamlit Community Cloud • live at - Streamlit Frontend
🐍 Medical Data Extraction
Tools: Python · Pytesseract · RegEx | Dec 2024
Medical institutions upload thousands of patient prescriptions manually. This project automates that process to significantly enhance worker efficiency. Built using Python & Pytesseract — takes a prescription image and extracts required fields such as patient details, prescription, etc. Automation completes tasks in 4–5 seconds vs 2–3 minutes manually.
🗂️ Expense Tracking System
Tools: Python · SQL · FastAPI · Streamlit | Nov 2024
A tracking system that helps users manage expenses and savings. Developed an analytics frontend where users can store/update expenses and generate analytics by month and expense category. Enables users to improve savings by 10–15%.
📈 Business Insights 360
Tools: Power BI · Power Query · DAX | Dec 2024
An interactive dashboard for Atliq Hardware helping stakeholders make data-driven decisions. Includes 5 different views — Finance, Sales, Marketing, Supply Chain, Executive. Connected with company database containing 1.8M+ sales records. Drove projected 10% revenue acceleration and 20% reduction in data-related expenses.
📊 Sales & Finance Analytics
Tools: Excel · Power Query | Domain: Sales · Finance
Turns raw AtliQ Hardware sales data into actionable insights. Built customer and market performance reports and P&L statements by market and fiscal year using Power Query data modeling.
🗄️ AtliQ Hardware Ad-Hoc Analysis
Tools: SQL | Domain: Finance · Sales · Supply Chain
Analyzed 1.9M+ sales records to optimize AtliQ Hardware’s sales and customer relationships globally. Delivered Top 10 Customers by Market Share and Croma Total Gross Sales by Fiscal Year reports.