With my comprehensive experience as a Data Scientist and a programmer, combined with my skills in programming languages such as Python, C++, and C#, I am confident that I am well-suited for this project. I have previously worked on projects focused on data cleaning, processing, and analysis utilizing advanced tools like Apache Kafka, Apache Spark, and Cassandra, which are essential for this task.
Additionally, in my role as a Data Analyst, I have gained proficiency in sentiment analysis using various statistical models and tools such as SPSS, STATA, and SAS. This mastery will allow me to not only develop the web application for your online store but also leverage Apache Airflow to orchestrate workflow efficiently. Finally, my proficiency in deploying applications using Docker containers or Kubernetes will ensure seamless scalability.
I am more than willing to provide you with the necessary project files and instructions for you to try it out on your end. What sets me apart is not just completing the task but also providing a comprehensive report detailing areas for improvement in your technology stack post-project completion. I believe in fostering continuous growth in technical skills and offering value even after projects are completed. Look forward to working with you.