Projects

Collection of my data science and ML projects — from structured fellowship work to quick prototypes.

Mini-Experiments

Aug - Sep 2025

Rapid prototypes and concept validations built in 1-2 days.

Machine Learning Data Cleaning Validation & Testing

Credit Card Fraud Detection

Anomaly detection for fraudulent transactions

Twitter Sentiment Analysis

NLP-based sentiment classification on social media data

Book Recommender

Cosine similarity-based recommendation system

Text Emotion Classifier

Multi-class emotion detection from text

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ai-ml-learning-files

Feb 2025 - Jul 2025

Chronological progression of my self-study journey in machine learning.

Machine Learning Keras Computer Vision Lin/Log Regression
Real Estate Analysis

Real Estate Regression

Kaggle dataset exploration using regression techniques to predict housing prices.

Titanic Dataset

Titanic ML Challenge

Classic machine learning dataset exploration with survival prediction models.

Image Classification

Image Classification

Deep learning with TensorFlow for computer vision tasks.

Linear Regression

Trip Fare Prediction

Linear regression modeling using Google ML Course trip fare dataset.

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