Aspiring Applied AI & Machine Learning Student's Portfolio
Hi! I'm Saanvi, a student from Minnesota exploring computer science, machine learning, and using technology creatively to help my community. I'm also a figure skater, percussionist, and fiction writer who believes in bringing creative solutions to my software projects.
Wayzata High School, Plymouth, MN — Class of 2029
Premier public high school recognized for academic excellence and STEM rigor.
Coursework includes AP Calculus AB/BC, C++ Programming (Concurrent with Hennepin Technical College), Applied Robotics, AP Human Geography, Spanish 4, Honors English, and Earth Science. Member of the 9th Grade Honor Band as a Percussionist.
University of Minnesota Talented Youth Mathematics Program (UMTYMP), Sep 2023 – May 2025 — Algebra I & II, Geometry, and Pre-Calculus (A grades).
Web-scraping and AI project that helps students find STEM camps based on interest, location, and cost. Built with Python, DuckDuckGo API, Pandas, BeautifulSoup, and Llama 3 LLM.
Machine learning model analyzing potential bias in police searches. Combines exploratory data analysis, fairness metrics, and model comparison to predict search likelihood.
Deep learning model using PyTorch to classify chest X-rays into COVID and non-COVID categories. Features Grad-CAM explainability and a reproducibility framework.
Collection of ML projects using Python, covering supervised learning, clustering, neural nets, and data visualization.
Interactive pizza ordering system in Python (CLI + Tkinter GUI) with dynamic pricing and toppings selection.
| Programming Languages: | Python, Java, Wolfram / Mathematica, Bash |
| Frameworks & Libraries: | Numpy, Pandas, Matplotlib, Scikit-learn, BeautifulSoup, Tkinter, Flask |
| Databases: | MySQL |
| Platforms: | VSCode, Jupyter, Replit, GitHub, Google Colab, Kali Linux |
| Web Technologies: | HTML, CSS, JavaScript |
| Tools: | Tableau, Git, Pixlr, LaTeX, Canva |
Explore my open-source work across data science, AI, and software engineering.
Official BWSI project site built with HTML, CSS, and JavaScript with detailed documentation and linked interactive demos.
AI/ML notebooks using scikit-learn and PyTorch. Covers data preprocessing, model evaluation, visualization, and interpretation.
Collection of Java programs, algorithms, and USACO prep problems demonstrating OOP, data structures, and algorithmic practice.
Foundational Python exercises and projects — scripts, games, and learning notebooks showcasing growing technical fluency.

edX — Harvard CS50p

University of Michigan — Joy of Coding

AlphaStar Intermediate Java

Kode With Klossy — Data Science

Wolfram Summer Program

AoPS

MIT BWSI

Fermilab

University of Minnesota

Kode With Klossy

Wolfram

Mehta+

Hennepin Technical College
📧 Email: saanvi.research@gmail.com
💻 GitHub: github.com/SalmaLilad