Open to opportunities

Aayush Tyagi

@aayushtyagi

Message

Aspiring Data Scientist with expertise in data mining and model optimization.

India

Message

What I'm looking for

I am looking for a role that fosters growth, encourages innovation, and values data-driven decision-making.

I am an aspiring Data Scientist with a year of experience in data preprocessing and model optimization. My journey in data science has been marked by significant achievements, including the development of a Credit Card Fraud Detection model that achieved an AUC score of 0.80. I have also implemented a Bike Sharing model with an AUC score of 0.75, showcasing my ability to apply machine learning techniques effectively.

Currently pursuing a Post Graduation Certification in Data Science from IIIT Bangalore and upGrad, I have honed my skills in data analysis, predictive modeling, and statistical techniques. My experience includes handling imbalanced datasets, feature engineering, and utilizing tools such as Pandas, Scikit-learn, and Power BI, which resulted in a 7% improvement in model accuracy during my internship at YBI Foundation. I am eager to bring my skills to a Data Scientist Intern position where I can contribute to data-driven decision-making.

Experience

Work history, roles, and key accomplishments

Data Science Intern

YBI Foundation

Dec 2024 - Present (7 months)

Developed practical skills in outlier handling and predictive modeling during the internship. Acquired hands-on experience in scaling and encoding data and Hyperparameter tuning.

Data Scaling Hyperparameter Tuning Feature Extraction Data Normalization Regression Models Python Machine Learning

Education

Degrees, certifications, and relevant coursework

IIIT Bangalore & upGrad

Post Graduation Certification, Data Science

Completed a Post Graduation Certification in Data Science, covering modules such as Data Analysis in Excel, SQL, Python, Inferential Statistics, Hypothesis Testing, and Machine Learning. Gained expertise in various machine learning algorithms including Linear Regression, Logistic Regression, and Tree Models.

Maa Shakumbari University

Bachelor of Computer Applications, Computer Applications

Grade: 70%

Achieved a Bachelor of Computer Applications degree, securing 70%. The curriculum provided a strong foundation in computer science principles and applications.