About This Project
A production-grade data science platform demonstrating comprehensive vehicle reliability engineering skills.
🎯 Project Goals
📊 Demonstrate Skills
Showcase end-to-end data science: ETL, statistical modeling, API development, deployment
🏗️ Production Quality
Real-world architecture with Docker, Airflow, CI/CD, monitoring, and proper testing
📚 Industry Methods
Weibull analysis, Kaplan-Meier survival, Monte Carlo, ALT - exactly what reliability engineers use
🛠️ Complete Technology Stack
Programming
- Python 3.10
- JavaScript
- SQL
Frameworks
- FastAPI
- Pandas/NumPy
- SciPy
- lifelines
Infrastructure
- Docker / Compose
- Apache Airflow
- AWS EC2
- GitHub Actions
Visualization
- Matplotlib
- Seaborn
- HTML/CSS
📈 Project Highlights
10,476
Real Complaints Analyzed
8
Production-Quality Charts
14
Job Requirements Covered
100%
Production Ready
🤝 Let's Connect!
Interested in discussing this project or opportunities?