Diyyala Archana

Enthusiastic and analytical MCA graduate with a solid foundation in data science, machine learning, and statistical analysis. Seeking a Data Scientist position to leverage the skills in data modeling, data visualization, and predictive analytics to drive business insights and decision making.

• Professional Certificate Program in the field of Artificial Intelligence and Machine Learning.(Purdue University)
• Python for Data Science(IBM Developer Skills Network)

Feature Engineering Project for Dream House Purchase

• Developed and executed a feature engineering project aimed at identifying key factors influencing the decision to purchase a dream house.
• Utilized Python, Pandas and Scikit-learn to preprocess and engineer features from real estate data.
• Engineered features related to property location, size, amenities, and other characteristics to essential services.
• Applied data transformation and dimensionality reduction techniques to extract meaningful features for predictive modeling.

Book Rental Recommendation System

• Developed a book rental recommendation system to suggest books for rental based on user preferences.
• Utilized Python, pandas, scikit-learn and machine learning algorithms to build and evaluate the recommendation systems
• Implemented collaborative filtering and content- based filtering techniques to generate personalized book recommendations.
• Engineered features such as user preferences, book genres, and author popularity to enhance recommendation accuracy.
• Evaluated the performance of the recommendation system using precision and recall metrics.