Data Scientist at Sony PlayStation

Muhammad Haseeb

Data Scientist
DevOps Engineer
Web Developer
Django
Python
SQL

Project Description

In this project, I developed and deployed a comprehensive data solution for Sony PlayStation. The primary focus was to create a robust ETL (Extract, Transform, Load) process, develop a user-friendly web application, and ensure the deployment of a data visualization dashboard on Google Cloud. The project also adhered to GDPR compliance standards for data security.

Key Responsibilities

1. ETL Process Development:
- Designed and implemented a complex ETL process to handle large volumes of data.
- Ensured data integrity and accuracy throughout the ETL pipeline.
- Utilized various data transformation techniques to convert raw data into actionable insights.
2. Web Application Development:
- Built a responsive web application to facilitate data interaction and visualization.
- Integrated the web app with the backend services to fetch and display data in real-time.
- Utilized modern web development frameworks to ensure a seamless user experience.
3. Dashboard and Data Visualization:
- Developed interactive dashboards using Plotly to visualize key metrics and trends.
- Created dynamic and customizable charts to cater to different data analysis needs.
- Ensured the dashboards were intuitive and easy to navigate for end-users.
4. Containerization and Deployment:
- Dockerized the entire application to ensure consistency across different environments.
- Managed the deployment of the application on Google Cloud Platform (GCP).
- Configured and optimized GCP services for high availability and performance.
5. Data Security and Compliance:
- Ensured that the entire data handling process complied with GDPR regulations.
- Implemented stringent data security measures to protect sensitive information.
- Conducted regular audits and assessments to maintain compliance standards.

Tools and Technologies

- ETL Tools: Apache Airflow, Talend, SQL, Python
- Web Application Frameworks: Flask, Django, React
- Data Visualization: Plotly, Dash
- Containerization: Docker
- Cloud Platform: Google Cloud Platform (GCP)
- Data Security: GDPR compliance tools, encryption techniques

Skills Required

- Proficiency in Python for scripting and automation.
- Experience with ETL tools and data transformation processes.
- Knowledge of web development frameworks (Flask, Django, React).
- Expertise in data visualization tools like Plotly.
- Familiarity with containerization using Docker.
- Understanding of cloud services, particularly Google Cloud.
- Strong grasp of data security practices and GDPR compliance.

Outcome

This project successfully delivered a scalable and efficient data solution, enhancing Sony PlayStation’s ability to process, analyze, and visualize their data. The deployment on Google Cloud ensured reliability and scalability, while strict adherence to GDPR compliance safeguarded data security.
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