data · analytics · insights

My Projects

Datan driven solutions across Analytics, Machine Learning and Business Intelligence

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Health Insurance Premium Prediction
Built an XGBoost model (R²=0.84) to predict annual premiums using 10+ demographic and medical risk factors - comparable to actuarial benchmarks.

Health Insurance Premium Prediction

Python XGBoost Scikit-learn SQL Pandas
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Airbnb Demand Forecasting
Forecasted Airbnb booking demand across 50,000+ listings using Random Forest with engineered seasonal features - 90% accuracy.

Airbnb Demand & Availability Forecasting

Python Pandas Random Forest Time-Series
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Optimal Places to Live USA
Weighted KPI scoring model across 10+ socioeconomic indicators to rank all 50 U.S. states - top 5 scored 30%+ above national median.

Optimal Places to Live in USA

Excel KPI Modeling Pivot Tables VLOOKUP
RCB Themed Portfolio
Designed and developed a fully immersive RCB themed portfolio combining personal branding, interactive storytelling, analytics presentation and modern frontend development.

RCB Themed Personal Portfolio

HTML CSS JavaScript Branding UI/UX
Bank Marketing Project
Built supervised machine learning models to predict customer term deposit subscriptions using predictive analytics, EDA and classification modeling techniques.

Bank Marketing Campaign Classification

Python Machine Learning Scikit-learn Predictive Analytics
Inflation & Pantry Demand Analysis
Developed an interactive Power BI dashboard analyzing the relationship between inflation and food pantry demand using Amherst Survival Center and Boston CPI data, uncovering trends in food insecurity and community reliance on assistance programs.

Inflation & Pantry Demand Analysis

Power BI Power Query DAX Data Visualization Business Analytics
CareerPilot AI
Developed an AI-powered career coaching platform using Azure OpenAI and AI agents to deliver resume analysis, skill gap assessment, interview preparation, and personalized career guidance.

CareerPilot AI

Azure OpenAI Azure AI Foundry Python Streamlit
Crypto Analysis
Applied AI models and time-series forecasting to analyze cryptocurrency market volatility, trends and price elasticity.

Crypto Currency Price Analysis with AI

Python LSTM Time-Series Matplotlib
DDoS Detection
Semi-supervised ML model for real-time anomaly detection achieving 94.8% accuracy - published research.

Semi-Supervised ML for DDoS Detection

Python Semi-Supervised Scikit-learn Published
Dating App Dashboard
Built a full analytics dashboard on Tinder & Bumble data swipe rates, match ratios, response time trends. Data was conclusive: the algorithm needs improvement.

Tinder & Bumble Analytics Dashboard

Python Pandas Power BI EDA Dashboard
House Price Prediction
Regression model to predict house prices using feature engineering and advanced preprocessing techniques.

House Price Prediction

Python Regression Pandas Feature Engineering
Wine Quality
Classification model predicting wine quality from chemical composition - multi-class accuracy benchmarked across 3 algorithms.

Wine Quality Prediction

Python Classification Random Forest EDA
PlantVillage Classification
Deep learning model to classify plant diseases from images using the PlantVillage dataset with high accuracy.

PlantVillage Disease Classification

Python CNN TensorFlow Image Classification
Iris Classification
Supervised ML classification of iris flower species using sepal and petal measurements - end-to-end pipeline with EDA.

Iris Flower Classification

Python KNN SVM Scikit-learn
Resume Parser
NLP-powered resume parser that extracts skills, experience and education information automatically from unstructured text.

Resume Parser

Python NLP spaCy Regex