Saddruddin KhanSK
Open to opportunities

Saddruddin Khan

@saddruddinkhan

Self-taught Machine Learning learner with practical experience in Python.

India
Message

What I'm looking for

I am looking for a remote internship to apply my skills in real-world ML projects and grow through collaboration.

I am a self-taught Machine Learning enthusiast with hands-on experience in Python, SQL, and key ML libraries such as Pandas, Matplotlib, and Scikit-learn. My journey in machine learning has been fueled by a passion for data and a desire to apply my skills in real-world projects. I am actively building a strong foundation using tools like Jupyter Notebook and Google Colab, which has allowed me to develop practical skills and a deeper understanding of machine learning concepts.

One of my notable projects includes the Pediatric Hemodynamic Shock Prediction, where I built a machine learning pipeline to predict the occurrence of hemodynamic shock within six hours in pediatric patients using clinical data. I executed data cleaning, missing value imputation, exploratory data analysis, feature scaling, and visualization techniques to enhance model accuracy. I trained and tuned an XGBoost classifier, achieving a macro F1-score of 0.94 on test data, and evaluated performance using confusion matrix and ROC-AUC analysis.

I am currently seeking a remote internship that will allow me to apply my skills in real-world machine learning projects and grow through collaboration. I am eager to contribute to a team and learn from experienced professionals in the field.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

US

Unknown School

S.S.C, General Studies

Completed Secondary School Certificate (S.S.C) education.

US

Unknown School

H.S.C, General Studies

Completed Higher Secondary Certificate (H.S.C) education.

Tech stack

Software and tools used professionally

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