All Projects
Real-world machine learning, statistical modeling, and data science projects.
Predict Motor Insurance Claim
Predicted insurance claim probabilities using ensemble classification techniques.
Forecast Green Energy Demand
Forecasted renewable energy demand using ensemble regression models.
Real Estate Data Challenge
Achieved 1st rank by predicting property sale prices and segmentation using XGBoost.
Predict Total Fare of Taxi Ride
Predicted taxi fare prices using ensemble regression techniques.
Predict Climate Change Effects on Commodity Prices
Forecasted climate change impacts on commodity prices using ensemble ML models.
Predict Smoker Status using Bio-Signals
Developed predictive models for smoker status identification using bio-signals.
Predict Hotel Reservation Cancellation
Predicted hotel reservation cancellations using ensemble classification models.
Predict Likelihood Customer Defaulting On Loan
Built predictive ML models for loan default risk assessment.
The Sledge Hack: India vs Australia Cricket Hackathon
Achieved 1st rank by predicting player performance using ensemble SARIMA forecasting techniques.
Phir Ek Mauka Hack: India vs Pakistan Cricket Hackathon
Predicted cricket player performance metrics using SARIMA-based ensemble forecasting models.
LLM Hackathon: Decoding Discourse – AI Vs Human
Developed ML models to identify whether essays were human-written or generated by LLMs.
AI Generated Text Classification Challenge
Built models to distinguish AI-generated text from human-written content.
Patent Category Classification from Abstracts
Classified European patent categories using NLP and ensemble learning methods.
Phishing Emails Classification Hiring Hackathon
Built ML models to detect phishing emails with near-perfect F1 score performance.
GDP Forecasting Hackathon
Forecasted GDP metrics for a hypothetical country using advanced time series ensemble techniques.
Predict Insurance Customer Lifetime Value
Built predictive regression models to estimate insurance customer lifetime value for personalized engagement strategies.
Insurance Fraud Detection
Designed ML classification models to identify fraudulent insurance claims using anomaly detection and ensemble techniques.
Cricket Performance Forecasting
Predicted player runs and wickets for ICC World Cup matches using advanced SARIMA ensemble forecasting techniques.
GDP Forecasting Challenge
Forecasted quarterly GDP metrics using advanced time-series ensemble models based on historical economic trends.
AI vs Human Essay Classification
Developed a machine learning solution to classify essays as AI-generated or human-written using ensemble NLP models.
Vehicle Damage Detection
Built a computer vision pipeline for detecting and localizing vehicle damages using object detection models for insurance claim…