Computer Science & Engineering graduate from North South University with experience in research support, data processing, technical documentation, and digital operations.
- 🎓 B.Sc. in Computer Science & Engineering, North South University
- 🔬 Research support experience at Apurba–NSU R&D Lab
- 📊 Experience with research data preparation, experimental evaluation, and reporting
- 📝 Contributed to research publications through data preparation, evaluation, documentation, and architecture visualization
- 💼 Professional experience in digital operations, data processing, coordination, and basic IT support
- 📫 Email: estaher.er@gmail.com
📄 CARNet: Cycle-Conditioned Core Aggregation and Redistribution for Multivariate Time Series Forecasting
ECML PKDD 2026: Research Track
Contributed to benchmark data preparation, experimental evaluation, comparative MSE/MAE tables, architecture visualization, and research documentation.
FinTech, MDPI: 2026
Contributed to benchmark experiments, evaluation organization, architecture visualization, presentation materials, and research documentation.
- Machine Learning
- Deep Learning
- Multivariate Time Series Forecasting
- Efficient AI
- Data Analysis
- Model Evaluation
- Lightweight ML for Resource-Constrained Systems
Python • NumPy • Pandas • C++ • Java • SQL (currently learning)
PyTorch (research exposure) • Deep Learning • Time Series Forecasting • Data Preprocessing • Model Evaluation
Git • Draw.io • Google Workspace • Jupyter/Colab • Kaggle • Android Studio • WordPress • Yoast SEO
Technical Documentation • Research Support • Data Organization • Experimental Reporting • Basic IT Troubleshooting
I'm interested in gaining practical industry experience while continuing to develop my research background.
In the longer term, I plan to pursue higher studies in a research-oriented field and work toward independently developing projects and contributing to research.