# Shreya Subramanian

> CS+Math @Harvey Mudd College |SWE @IBM

Location: United States, United States
Profile: https://flows.cv/shreyasubramanian

I am a senior at Harvey Mudd College, majoring in Computer Science and Mathematics I am interested in software engineering, data science and finance. I have had the opportunity to work on building ML pipelines, systems level programming and scalable systems. I thrive in fast paced environments and work well individually as well as collaboratively. Feel free to reach out at shsubramanian@g.hmc.edu

## Work Experience
### Software Engineer @ MIT Lincoln Laboratory
Jan 2025 – Present
-Building a scalable Python pipeline using Topological Data Analysis (TDA) to extract linguistic features from text and topological features from LLaMA embeddings, improving the interpretability of LLM’s in NLP applications. 
- Generated correlation matrices and heatmaps to identify relationships between text and latent-space structure across BLiMP, Winograd Schema, and GLUE datasets. Applied k-means clustering on topological features extracted from model embeddings to identify recurring patterns in how the 
model represents linguistic information.

### Software Engineer Intern @ IBM
Jan 2025 – Present | San Jose, California, United States

### Machine Learning Researcher @ AMISTAD Lab
Jan 2024 – Present | Claremont, California, United States
-NSF project to develop probabilistic model to analyze complexity in systems. 
-Applications of the model include detection of malicious network activity and determining causal relationships in network analysis

### Computer Science Grader @ Harvey Mudd College
Jan 2023 – Present
Tutored students in data structures , object oriented programming and computability concepts. 
Collaborated with a team of graders and the instructor to design a rubric to evaluate assignments

### Data Analytics Intern @ Indian Institute of Management Bangalore
Jan 2022 – Jan 2022 | Bengaluru, Karnataka, India
-Worked on a national initiative to increase engagement with telemedicine platform, E-Sanjeevani
- Helped conduct surveys on the health infrastructure in villages in rural Karnataka.
- Used R to analyze trends in data and identify key factors contributing to participantion on the platform.


## Education
### Harvey Mudd College

### High School Diploma
The PSBB Millennium School


## Contact & Social
- LinkedIn: https://linkedin.com/in/shreya-subramanian-154824252

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Source: https://flows.cv/shreyasubramanian
JSON Resume: https://flows.cv/shreyasubramanian/resume.json
Last updated: 2026-03-31