Pandas projects
Final-year project topics built with Pandas — working builds, abstracts and honest quotation pricing.
AI Mock Interview System with Feedback
An AI interviewer that conducts mock technical and HR interviews, transcribes answers with speech recognition and scores them...
Crop Recommendation System using Machine Learning
An AgriTech recommender that suggests the best crop to plant from soil nutrients (N, P, K), pH, temperature, humidity and rai...
Customer Churn Prediction using Machine Learning
A telecom-style churn predictor that flags customers likely to cancel using XGBoost on usage, billing and support-ticket feat...
Drowning Detection in Pools using CNN
A pool monitoring aid that watches camera feeds for drowning-like distress patterns. Frame differencing builds motion maps, M...
Essay Scoring using BERT
This project fine-tunes bert-base-uncased on the ASAP automated essay scoring benchmark — 12,978 student essays across 8 prom...
Facial Emotion Detection using CNN
A deep-learning system that detects faces in real time and classifies emotions — happy, sad, angry, fear, surprise, neutral —...
Fruit Ripeness Classification using CNN
This project builds a CNN classifier that grades fruit ripeness stages — unripe, ripe, overripe — from photographs of bananas...
House Price Prediction using Machine Learning
A regression system that predicts house prices from features like area, bedrooms, location and amenities using XGBoost and Ra...
Loan Approval Prediction using Machine Learning
A fintech classifier that predicts loan approval from applicant income, credit history, employment and loan features. The app...