Atharva Ayachit

Applying EDA, creating dashboards, and applying pattern-recognition techniques to transform complex data into actionable insights. Leveraging project experience and strong analytical foundations to enhance reporting accuracy and operational understanding. Aiming to support analytics teams while advancing statistical analysis and data storytelling skills.

• Team collaboration
• Leadership skills
• Empathetic
• Adaptability

A) Breast cancer prediction - 

• Experimented with Logistic Regression, Random Forest, KNN, algorithms to compare performance across evaluation metrics
• Achieved 96% accuracy with the best-performing model, significantly outperforming baseline results

B) Airline Customer Satisfaction Prediction Using Logistic Regression - 

• Performed exploratory data analysis (EDA) to identify key factors influencing passenger satisfaction, such as service ratings, delays, and onboard experience
• Compared results against baseline metrics to validate performance improvements after tuning and preprocessing enhancements
• Conducted complete data preprocessing, including handling missing values, encoding categorical variables, scaling numerical features, and removing inconsistencies in airline customer data

• Marathi
• English
• Hindi