Finsday -

- Direct Collaboration: Direct collaboration with clients to understand their needs. - Model Development and Optimization: Development and optimization of data science models. - Model Integration: Integration of the models into Android applications. - Rigorous Testing: Conduct rigorous tests to validate the effectiveness of the models and applications. - Maintenance and Regular Updates: Regular maintenance and updates of the applications.

- Collaboration: Work on research projects in machine learning and deep learning. - Algorithm Design: Design algorithms for image classification and anomaly detection. - Data Preparation: Clean and prepare datasets for analysis and modeling. - Advanced Use of Microsoft Excel: Use Microsoft Excel for data analysis and dashboard creation.

• Built and deployed a real-time churn prediction system using Python and TensorFlow, contributing to a 10% reduction in customer churn, which had a direct impact on business revenue. • Designed and developed ETL pipelines to extract and transform customer behavior data from various sources, then load it into a cloud-based data warehouse for further analysis. • Utilized Apache Airflow to automate data workflows, enhancing data availability and reliability for the business intelligence team. • Leveraged Spark to process large datasets, enabling faster insights into customer churn trends, improving decision-making. • Collaborated closely with data scientists and analysts to integrate the churn prediction model into operational workflows, ensuring smooth deployment and continuous monitoring. • Gained hands-on experience in cloud platforms (AWS) for data storage and containerization technologies (Docker) to streamline deployment processes.