Conclusion & Skills Showcase

8/8

Skills Demonstrated

Machine Learning
Data Analysis
Pipeline Architecture
Software Engineering
Containerization
Azure Cloud
Web Application
CI/CD Automation

Key Takeaways

  • End-to-end ML solution from data ingestion to cloud deployment
  • Modular, production-ready pipeline with proper evaluation
  • Data-driven insights on education performance drivers

Contact Information

MA

Mohammad Afroz Ali

Final Year B.Tech (Information Technology)

Muffakham Jah College of Engineering & Technology

afrozali3001.aa@gmail.com
+91 9959786710
linkedin.com/in/mohd-afroz-ali
github.com/MOHD-AFROZ-ALI

Thank You!

Questions? I'd be happy to discuss more about this project or other work.

GitHub Repository Available

EduML: Student Success Predictor • Built with Python, scikit-learn, Flask, Docker and Azure

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