AYUSH LODHA

Data Science Intern

ClimateAi•  May 2023 - August 2023

Mentor: Dr. David Farnham ● Developed a Python-based modular framework using statistical techniques to model supply chain delays from climate threats at 40+ major ports. ● Assessing Value at Risk (VaR) and Conditional Value at Risk (CVaR) for ports under various carbon emission scenarios, the framework spans over 20 decades and supports stakeholders from non-climate backgrounds in risk mitigation and portfolio management. ● Created a flexible architecture to estimate the financial impacts on assets from climate hazards, such as flooding, thus assisting clients in evaluating the potential range of costs due to physical, disruptive, and operational impacts. ● Identified asset-specific climate sensitivities and impact thresholds, enhancing risk assessments by 20% for multi-million dollar assets.

Indiana University-Purdue University at Indianapolis

Computational Data Science, MS•  August 2022 - Present•  GPA: 3.71

Relevant Coursework: ❖ Applied Regression Analysis, ❖ Applied Decision Theory and Bayesian Statistics, ❖ Database Design and Security, ❖ Categorical Data Analysis, ❖ Deep Learning (A), ❖ Data Visualization (A), ❖ Data Mining, ❖ Statistical Machine Learning (A+)

IIT, Gandhinagar (Indian Institute of Technology)

Computer Science, B.Tech•  August 2018 - July 2022•  GPA: 3.65

Relevant Coursework: ❖ Advanced Machine Learning, ❖ Data Structures, and Algorithm, ❖ Probability and Random Processes, ❖ Data Sciences for Earth Sciences, ❖ DatabasesRelevant Coursework: ❖ Advanced Machine Learning, ❖ Data Structures, and Algorithm, ❖ Probability and Random Processes, ❖ Data Sciences for Earth Sciences, ❖ Databases