Sachin Kumar

Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.

• English
• Hindi

Heart Disease Prediction using Machine Learning

Key Responsibilities:

• Identified and preprocessed datasets for training and testing. Used datasets like the University of California Irvine Heart Disease Dataset, Framingham Heart Disease Prediction Dataset, and Combined Heart Disease Dataset.
• Implemented various machine learning models such as Random Forest Classifier, K-Nearest Neighbors, Decision Tree Classifier, Support Vector Machines, and Artificial Neural Networks to compare performance.
• Tuned hyperparameters and used cross-validation techniques to optimize models.
• Built an end-to-end pipeline to automate data preprocessing, model training, and evaluation.

Technologies and Tools Used:

• Python programming language
• Machine learning libraries: Scikit-learn
• Data analysis and visualization tools: Pandas, Matplotlib, Seaborn
• Jupyter notebooks for collaborative development and documentation