HTML · CSS · JavaScript demo projects
Final-year project topics built with HTML · CSS · JavaScript demo — working builds, abstracts and honest quotation pricing.
Banking Support Intent Classification using NLP (Banking77)
This project fine-tunes DistilBERT on PolyAI's Banking77 benchmark (13,083 customer-service queries across 77 fine-grained in...
Book Recommendation using Collaborative Filtering (Book-Crossing)
This project builds an item-based collaborative-filtering recommender on the Book-Crossing benchmark (1.15 million ratings) t...
Cataract Detection from Eye Images using CNN
This project builds a convolutional neural network that screens eye photographs for cataract signs — lens clouding that scatt...
Concrete Compressive Strength Prediction using ML
This project builds an XGBoost regressor that predicts concrete compressive strength (MPa) from eight mix proportions — cemen...
Customer Segmentation using K-Means Clustering (Mall Customers)
This project applies K-Means clustering to the classic Mall Customers dataset (200 customers) to discover five interpretable...
Diabetic Retinopathy Grading from Fundus Images using CNN
This project builds a convolutional neural network that grades diabetic retinopathy into five stages (No DR, Mild, Moderate,...
Fake Job Posting Detection using NLP
This project builds an NLP classifier that tells fraudulent job postings apart from legitimate ones. Fine-tuned on the EMSCAD...
Language Identification from Text (WiLI-2018)
This project builds a character n-gram classifier with a neural network that identifies the language of any text paragraph ac...
News Article Category Classification using DistilBERT
This project fine-tunes a DistilBERT transformer to sort news articles into five topics — business, entertainment, politics,...