My Projects
Predictive Maintenance System
Developed a machine learning model to predict equipment failures in manufacturing plants, reducing downtime by 30%.
Python
TensorFlow
IoT
Customer Segmentation Analysis
Implemented unsupervised learning techniques to identify distinct customer segments for targeted marketing campaigns.
Python
K-Means
PCA
Medical Diagnosis Assistant
Built a deep learning model to assist doctors in diagnosing diseases from medical images with 92% accuracy.
Python
PyTorch
CNN
Stock Price Prediction
Created an LSTM-based model to predict stock prices with technical indicators and sentiment analysis from news.
Python
TensorFlow
NLP
Recommendation System
Designed a hybrid recommendation engine combining collaborative and content-based filtering for e-commerce.
Python
Surprise
TF-IDF
