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Dhwani Jain

@dhwanijain1

Message

I build predictive machine learning models and turn complex datasets into actionable business insights.

India

Message

What I'm looking for

I'm looking to build data-driven AI solutions, apply machine learning and predictive modeling to real-world business problems, and transform complex datasets into actionable insights.

I've built predictive machine learning projects including a house price prediction model using Ridge Regression and feature engineering.

For a heart disease prediction project, I created a scikit-learn preprocessing pipeline with OneHotEncoder, StandardScaler, and IQR-based outlier capping. I trained and compared Logistic Regression, Random Forest, and SVM models, achieving 92% accuracy on unseen test data with the best model.

I'm proficient in Python, SQL, Scikit-learn, Power BI, and Excel, with hands-on work in data cleaning, exploratory data analysis, preprocessing, visualization, and model development.

I'm a Bachelor of Computer Application graduate and hold Data Scientist certifications from IABAC and DataMites, alongside IBM's Data Analysis and Visualization Foundations Specialization.

Experience

Work history, roles, and key accomplishments

Data Scientist/Machine Learning

Self Employed

Aspiring Data Scientist with 7+ months of hands-on experience in data analysis, machine learning, and predictive modeling. Proficient in Python, SQL, Scikit-learn, Power BI, and Excel, with expertise in EDA, data preprocessing, feature engineering, and model development.