Prajwal Korban

What I've built

Projects

TF / KERAS Fashion MNIST Clothing Classifier Model

DL · Classification

Fashion MNIST Clothing Classifier

A beginner-friendly Deep Learning project that classifies grayscale clothing images into one of 10 fashion categories using an Artificial Neural Network (ANN) built with TensorFlow/Keras. Demonstrates the complete pipeline: data preprocessing, training, evaluation, and prediction.

PythonTensorFlowKerasNumPyMatplotlib

GitHub

ML · Healthcare

Heart Disease Prediction

Predicts likelihood of heart disease using ML techniques. Analyzes health parameters to enable early diagnosis and timely medical intervention.

Pythonscikit-learnNumPypandasFlaskTailwindCSS

GitHub

ML · NLP

Email Spam Detection

Web app that classifies email as spam or not using a RandomForestClassifier trained on labeled data. Flask backend with a TailwindCSS frontend.

Pythonscikit-learnFlaskJupyterTailwindCSS

GitHub

AI · Voice

PK Voice Assistant

Voice-activated assistant powered by Google's Generative AI. Listens for "hello pk" activation phrase and performs computer actions and conversational responses.

PythonGoogle Generative AISpeech Recognition

GitHub

Bank Customer Churn Prediction App screenshot

ML · Banking

Bank Churn Prediction

Predicts customer churn using a Random Forest Classifier. Includes CSV batch processing, preprocessing (scaling & encoding), and downloadable reports.

Pythonscikit-learnStreamlitpandas

GitHub Live Demo

AI · Productivity

AI Career Copilot

AI-powered assistant that facilitates mock interviews, optimizes resumes, detects skill gaps, and generates learning roadmaps using GenAI.

PythonGoogle Generative AIStreamlit

GitHub Live Demo

NETFLIX RECOMMENDATION Cosine Similarity Model

ML · Recommendation

Netflix Recommendation

A TV shows and movie recommendation engine built with machine learning. Uses TF-IDF vectorization and Cosine Similarity to suggest content based on genres and descriptions.

Pythonscikit-learnpandasNumPy

GitHub