Key Areas of Expertise
- Hydrological Modeling: Enhancing models like Noah-MP and RAPID for improved infiltration, runoff, and soil moisture dynamics.
- Flood Management: Using SWMM to assess climate change impacts on urban drainage systems and improve flood resilience.
- Database Design: Developing MySQL databases for smart water distribution and optimization systems.
- Differentiable Hydrology: Implementing PyTorch-based hydrological processes for GPU acceleration and integration with ML models.
With proficiency in Python, R, SQL, high-performance computing, and hydrological modeling tools like SWMM, I am well-equipped to tackle interdisciplinary challenges at the nexus of water resources, climate science, and data analytics. My long-term goal is to contribute to sustainable water management and climate resilience by advancing the integration of physical and data-driven modeling approaches.
I am also passionate about collaboration and leadership, demonstrated by my roles as a committee member and website coordinator for the El Dia Student Symposium. I enjoy mentoring peers, sharing knowledge, and contributing to a culture of innovation in academia.