Aryan Sawant

Experience

1. Data Science Intern

   Cipla

   Oct 2024 — Present · Mumbai, IN

   Model Building (Machine Learning, Pandas, Databricks)• Built and implemented ML models to optimize production processes, resulting in improved yield and reduced processing time.• Implemented a model that improved yield by 2%.• Implemented a model that reduced cycle time by 10%.• Applied advanced feature engineering to extract meaningful insights from raw data.• Conducted data cleaning to handle missing values, outliers, and inconsistencies.• Performed statistical analysis to identify patterns and correlations.CIP Library (Python, Pandas, Machine Learning)• Developed a Python-based automated library for data preprocessing and machine learning workflows. The tool accepts CSV andXLSX datasets, performs the following tasks with minimal user input:• Cleans null values based on threshold settings.• Reduced data processing time by 10%.• Conducts Exploratory Data Analysis (EDA). Builds and trains predictive machine learning models.Cipla Genie (HTML, CSS, Javascript)• Designed and developed a responsive and interactive user interface for a web application using HTML, CSS, and JavaScript.• Modified chatbot, prompt UI and its functionality to enhance user interaction and overall performance.• Built the UI based on user suggestions and interactions, ensuring an intuitive user experience and cross-browser compatibility.

Education

• Keraleeya Samajam's Model College

  Bachelor of Commerce - BCom