Projects
Hand Gesture Recognition System GitHub Repository Jan 2024
Tools: [ Python | MediaPipe | TensorFlow | OpenCV] | GitHub Repository
• Implemented gesture detection using MediaPipe and TensorFlow.
• Trained MLP model for real-time gesture classification.
• Optimized TFLite model for lightweight deployment.
Cloud Infrastructure Deployment & Monitoring Apr 2025
Tools: [ AWS (EC2, VPC, IAM, S3) | Linux | Shell Scripting | Git | CloudWatch]
- Deployed Linux-based EC2 instance with custom VPC networking and security groups.
- Configured IAM roles and SSH authentication for secure access.
- Monitored logs and performance metrics using Linux CLI and CloudWatch.
- Automated routine operations with scripts and Git-based versioning.
HR Analytics — Attrition Prediction GitHub Repository Jun 2025
Tools: [ Python | Pandas | NumPy | Scikit-learn | Matplotlib] | GitHub Repository
- Built an ML model to predict employee attrition using HR analytics data.
- Performed data cleaning, feature engineering, and EDA to identify key attrition factors.
- Created Power BI dashboards to visualize workforce trends and insights.