Latest Research and Activities ➔
Welcome to my website! I'm passionate about climate resilience and disaster management. My work spans multi-scale climate modeling, AI/ML applications, multi-hazard risk assessment, hydrological and numerical modeling, GIS, and remote sensing. I integrate indigenous knowledge with modern technology to address climate change and help communities adapt to extreme weather.
Initial Bed Level of the Developed Rangabali Hydrodynamic Model
I am passionate about hydrodynamic modeling, particularly in the context of Bangladesh, where complex water systems and extreme events significantly impact lives and livelihoods. This passion arises from witnessing firsthand how river dynamics, tidal interactions, and storm surges affect vulnerable communities. Currently, I am working as a modeler, focusing on hydrodynamic simulations, sediment transport, wave interaction, salinity distribution, and water quality changes under extreme conditions. Understanding these processes not only fuels my dedication but also motivates me to contribute to data-driven solutions that support early warning, sustainable water management, and long-term resilience planning.
I am passionate about climate change and multi-scale climate modeling, particularly in the context of Bangladesh, which is recognized as one of the most vulnerable countries in the world. This passion arises from witnessing firsthand how significantly our nation is affected by various climate scenarios. Understanding these dynamics not only fuels my dedication but also motivates me to contribute to solutions that can help us navigate the challenges posed by climate change in the future.
Image Credit: Intergovernmental Panel on Climate Change (IPCC)
From a young age, I’ve been fascinated by data analysis, which ignited my journey into the realms of geospatial data science, machine learning (ML), and artificial intelligence (AI). Armed with proficiency in Python and R, along with their dynamic data science toolkits, I am passionately diving into data-driven research, particularly in deep learning, climate modeling, multi-hazard analysis, and hydro meteorological studies. My ultimate goal? To harness these powerful tools to revolutionize meteorological and geospatial sciences, enabling cascading analysis that transforms data into impactful solutions for real-world challenges.
Having worked in the field for some time, I have come to understand the critical need for effective disaster management, especially for vulnerable and marginalized communities. The challenges faced by these individuals ignite my passion to advocate for their needs and priorities. These communities drive home the importance of research to address their specific challenges. Their experiences fuel my commitment to exploring innovative solutions and evidence-based practices that can enhance their resilience and ensure that their voices are heard in the decision-making processes that affect their lives.