Sanyam Garg
Age:
Madison, WI
Year: Junior
+1 (646) 599-7862
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, Madison, WI
Bachelor of Science in Computer Science & Data Science
August 2023 - May 2027
Relevant Coursework
- Data Structures & Algorithms
- Intro. to AI
- Linear Algebra
- Statistics
- Discrete Mathematics
- Calculus II
Tools
Programming Languages
Python, Java, 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
AI & Backend Development Intern, Century Financial
Dubai, UAE | June 2025 - August 2025
- 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 and suggestions based on user history and holdings.
- Built a lightweight co-Browse solution with a Node.js backend, implementing DOM mirroring with selective data masking, real-time remote control (clicks/inputs), and network/console logging for significantly enhanced and secure customer support.
Deep Learning Research Assistant, Keles Group (UW-Madison)
Madison, WI | May 2025 - Present
- Developed and evaluate 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, investigating genetic variation and epigenetic markers.
- Implemented data processing/analysis workflows (Snakemake) on an HPC cluster and generated data visualizations to validate pipeline output and uncover biological insights.
Skyscanner SDE Job Simulation - Forage
Remote | November 2023 - January 2024
- 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 and customer engagement.
Projects
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.
Self-Hosted Application Server
Dubai, UAE | Personal Project
March 2025 – July 2025
- Engineered and maintain a 24/7 Linux server managing system resources and network security.
- Managed 20+ Dockerized services, implementing secure traffic routing via Cloudflare Tunnel and Caddy reverse proxy.
- Automated critical dynamic DNS updates and daily backups with Bash and cron, ensuring continuous system integrity and operational reliability.
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.