Hello, I'm

Pradyumna Sripada

Data Scientist & AI/ML Researcher

MS in Data Science @ UC San Diego. Passionate about using Artificial Intelligence for Science.

Pradyumna Sripada

About Me

I am a Data Science graduate student at the University of California, San Diego. I'm currently working on differentiable climate simulators at the Climate Analytics Lab, UCSD

At Simpl, I worked on collections and Anti-Fraud systems. During my internship at IBM Research, I developed an LLM-based log classification pipeline.

I love solving complex problems, I'm currently exploring several different fields in the AI4Science umbrella, and I am always eager to learn and apply new technologies to see interesting results.

Resume

For a detailed overview of my experience, education, and skills, please view my full resume.

View Resume (PDF)

Projects

Unsupervised Person Re-Identification

Built pairwise semantic similarity scoring and non-parametric GCN to improve unsupervised person re-identification.

PyTorch FAISS

Climate Risk Modeling for Fiji Dev. Bank

Modeled climate events as shock variables in a Monte Carlo simulation to forecast loan portfolio risk under lean-data conditions.

Python NumPy SciPy

Covid Time Series Analysis

Analyzed COVID-19 death data and visualized seasonality trends using Python time-series methods.

Python Scikit-Learn

Publications

Comparative Analysis and Fine-Tuning of Deep Learning Architectures for Unsupervised Person Re-Identification

ICCCT 2025 (Springer LNNS) Best Paper Award
View Publication

Quantum Computing: Comparing Standard Algorithm Performance, Applications and Relevance of Digital Twins in Healthcare

First Author | ICTIS 2025 (Springer LNNS)

View Publication

Get in Touch

I'm always open to discussing new projects, research collaborations, or opportunities. Feel free to reach out!

svpradyumna01@gmail.com
San Diego, California