Python for Impact: Data-driven Innovations
Welcome to my portfolio! where data meets creativity & drive business growth
Welcome to my Python page, where passion meets expertise! As a dedicated Python enthusiast, I bring creativity and innovation to every project. Proficient in data analysis, web development, and automation, I thrive in transforming ideas into reality. Whether you need a skilled team member or a freelance collaborator, let’s embark on Python-powered journeys together. Contact me to harness the full potential of Python and drive your projects to success.
Dive into the “Hotel Booking Cancellation Analysis” project, a comprehensive exploration of factors influencing hotel booking cancellations and yearly revenue generation. Utilizing data visualization and predictive modeling, we unveil trends, popular accommodations, and peak booking months. The analysis extends to guest origins and booking durations, showcasing expertise in Python libraries for data cleaning, exploratory data analysis (EDA), feature engineering, and machine learning modeling. These findings equip hotels with strategies to reduce cancellations, optimize revenue, and offer valuable insights for freelance contractors and potential employers in the hospitality industry.
Embark on a data exploration journey with this Python project delving into customer behavior and sales trends during festive seasons. Decode popular products, demographics, and regional dynamics to empower sales strategies with precision. This endeavor guides businesses in optimizing offerings and resource allocation, serving as a vital asset for success in the competitive festive landscape.
Immerse yourself in medical analytics with the “Data-Driven Breast Cancer Classification Project.” Leveraging Support Vector Machines (SVM) and meticulous hyperparameter tuning, this project attains a 94.74% accuracy, showcasing the power of data-driven optimization. Explore SVM implementation intricacies, witness the impact of hyperparameter adjustments, and understand the role of data normalization in elevating diagnostic precision. Join the journey of reshaping medical diagnostics through innovative data analytics for the advancement of healthcare.
Explore the world of machine learning with “Heart Disease Prediction Using Classification Trees,” leveraging scikit-learn and Cost Complexity Pruning. Predicting heart disease presence using data from the UCI Machine Learning Repository, the project showcases technical Python skills. Unveil the steps from data importing to final tree evaluation, highlighting transparency and precision in unraveling complex medical predictions.
Explore the dynamic realm of predictive modeling with the “Credit Risk Feature Selection” project. This Python initiative uses Forward Selection and Backward Elimination to streamline the dataset, uncovering insights into credit card clients’ behavior, demographics, and payment history. Predict potential defaults and optimize your data science journey with hands-on experience in feature selection methodologies. Navigate credit data complexities, empowering your predictive analytics toolkit with this insightful project.
Let's Work Together
Ready to collaborate on data-driven projects? I’m eager to bring my expertise in Power BI, Tableau, SQL, Python and data analysis to your team. Let’s turn insights into action and create impactful solutions together. Contact me to explore exciting opportunities