SohamAggarwal

Computer Science & Mathematics Student at University of Wisconsin-Madison.

open to opportunities/Madison, WI
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About

I'm a Computer Science and Mathematics student at the University of Wisconsin-Madison. I am passionate about building solutions to real problems using Technology and Research.

My experience spans full-stack development, research, and machine learning at institutions like MIT, Harvard, and AIIMS. I currently work as a risk-management intern at the National Stock Exchange of India. I am especially interested in quantitative finance and entrepreneurship.

Technologies

C++PythonJavaJavaScriptReact.jsNext.jsPandasFlaskSQL

Interests

Quantitative FinanceMachine Learning & AIFull-Stack DevelopmentCompetitive Programming
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Experience

Risk Management Intern

Dec 2025 - Feb 2026, May 2026 - Present

National Stock Exchange of India (NSE)

Designed a large-scale collateral optimization engine for CCP risk for minimizing cash margins across 1M+ clients. Implemented a low-latency max-flow system (Dinic) on sparse ownership graphs, which reduced the active graph by ~70%. Generated real-time margin coverage and collateral utilization metrics.

Web Developer & Marketing Analytics Assistant

November 2025 - May 2026

InterPro, UW-Madison

I managed Interpro's 200+ page web ecosystem and ensure accurate content & fast load performance. I work with Ahrefs, Google Analytics, and Search Console to study 200k+ monthly data points & detect growth opportunities. I also created a Vector-Based Backlink Toxicity Algorithm (V-BTA) to automate backlink-risk assessment.

Project & Communication Assistant

April 2024 - October 2025

Harvard T.H. Chan School of Public Health India Research Center

Collaborated with the research team to re-design and optimize UI/UX on WordPress (200+ pages made). Assisted in website content development, SEO, online logistics, transcribing, and event management under Prof. K Vish Viswanath (HSPH).

Research Associate, Department of Radiation Oncology

July 2024 - August 2025

All India Institute of Medical Sciences (AIIMS)

Conduct literature search on immunotherapy biomarkers, develop ML algorithms to map tumor-immune interactions. Perform data interpretation and assist in drafting the manuscript. Co-authored a Review Published in the AP.JCC.

Programming Team Lead (Full Stack Software Engineer)

May 2024 - September 2025

MIT Media Lab

Developed a web-app for Neuro86, an AI-based startup focused on managing the end-to-end journey of neural disease patients. Worked on both backend and frontend, coding the patient medical timeline component under Prof. Ramesh Raskar.

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Projects

A project utilizing Retrieval-Augmented Generation to create an AI expert on a specific codebase.

RAG · LLMs · Pinecone · Webhooks

Brain-Tumor-Classification-with-Neural-Networks

Using neural networks to classify brain tumors from medical imaging.

Computer Vision · Transfer Learning · CNN

A machine learning model to predict customer churn.

Streamlit · sklearn · numpy · Pandas · SMOT · Feature Eng. · Ensembling

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Academic

Published in APJCC · December 2024

Review paper on using ML to map tumor-immune interactions, as part of research with AIIMS.

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Beyond

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Challenge

Think you can type faster than me? You have 15 seconds — enter your name, pick an avatar, and try to beat my 130 wpm MonkeyType PB.

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Contact

I'm always interested in hearing about new projects and opportunities. Feel free to reach out.

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art·guitar© 2026 Soham Aggarwal. All rights reserved.