Sanyam Garg
Age:
Madison, WI
I am a passionate UW–Madison junior pursuing a B.Sc. in Computer Science & Data Science. I thrive on solving complex problems and exploring innovative technologies.
Education
University of Wisconsin–Madison
Aug 2023 - May 2027
Degrees
Computer Science, B.Sc.
Data Science, B.Sc.
Relevant Coursework
Data Structures & Algorithms
Machine Org. & Programming
Intro. to AI
Linear Algebra
Discrete Mathematics
Statistics
Tools
Programming Languages
Python, Java, C, Assembly Dart, SQL, R, Bash
DevOps & Infrastructure
Docker, Caddy, Linux, Cloudflare Tunnels, Git, Conda, Snakemake
Machine Learning & Data Science
PyTorch, NumPy, Pandas, Scikit-learn, Deep Learning, NLP
Web & Application Development
Flask, Flutter, Firebase, Node.js, REST APIs
Experiences
Century Financial
Dubai, UAE | June 2025 - Aug 2025
AI & Backend Development Intern
- Engineered a Python backend for a new AI trading assistant, utilizing Model Context Protocol (MCP) and a context management system that leverages OpenAI's API to generate real-time personalized recommendations.
- Built a lightweight co-Browse solution with a Node.js backend, implementing DOM mirroring with selective data masking, real-time remote control, and network/console logging for enhanced customer support.
Keles Group (UW–Madison)
Madison, WI | May 2025 - Present
Deep Learning Research Assistant
- Developed and evaluated deep learning models (VERMIN framework) in PyTorch to accurately predict DNA methylation from large-scale human/mouse genomic sequences.
- Performed extensive Exploratory Data Analysis on a massive 22-million-row dataset using Pandas in JupyterLab to investigate genetic variation.
- Implemented data processing workflows (Snakemake) on an HPC cluster and generated data visualizations to validate pipeline output.
Skyscanner SDE Job Simulation - Forage
- Engineered a responsive web application using React, focusing on user experience and rapid prototyping.
- Built a dynamic travel date selection interface with Backpack React, contributing to enhanced product usability.
Projects
Private Cloud & Server
Dubai, UAE | Personal Project
March 2025 – October 2025
- Architected and deployed a hybrid-cloud infrastructure across a cloud VPS and bare-metal servers (Ubuntu/Manjaro), unified by a secure Tailscale mesh network.
- Manage a portfolio of 20+ Dockerized services, leveraging Cloudflare Tunnel for secure public access and DDoS protection, including automated media pipelines with GPU transcoding.
- Engineered a custom, full-stack monitoring solution to provide real-time visibility into global server health, while automating daily, versioned off-site backups with Bash/cron.
Python Shell
Dubai, UAE | Personal Project
May 2025 – July 2025
- Built a custom command-line shell in Python that supports user prompts and command execution.
- Added support for Bash features like input/output redirection (<, >) and command piping (|).
- Implemented a persistent command history feature, significantly improving user workflow.
Handwritten Digit Recognition Web App
Madison, WI | Personal Project
December 2024 – March 2025
- Developed and trained a Convolutional Neural Network (CNN) in PyTorch on the MNIST dataset, achieving over 98% validation accuracy for robust digit recognition.
- Implemented a comprehensive training and evaluation pipeline, meticulously tracking key metrics and generating a confusion matrix for detailed model performance analysis.
- Built and containerized a Flask-based web application for real-time classification of handwritten digits, enabling direct user input to draw on an interactive canvas.