Gabriel Kane
(703) 901-5591[email protected]github.com/gkane1234Los Angeles, CA 90025
Data science role utilizing MIT education, passion for deep research, and trend finding.
Resume
Data science role utilizing MIT education, passion for deep research, and trend finding.
Experience
- Well on Their Way
Standardized fragmented nonprofit Excel health data into analysis-ready datasets with Pandas.
Automated import and restructuring in Python to cut manual prep on recurring updates.
Cleaned district boundary layers in QGIS and joined them to metrics for maps.
Built dynamic Tableau dashboards on cleaned data using hand-vectored boundary layers.
- Private Instructor
Delivered personalized instruction in Calculus (AP, college-level) and Statistics.
- Encore
Contributed features and bug fixes to a pre-launch startup codebase in SQL, React, HTML, and JavaScript.
Participated in discussions on design best practices and feature creation.
- Mathematics Faculty, Cambridge School of Weston
Planned, organized, and taught mathematics courses to high school students.
Collaborated on courses, budget, and individual students in faculty meetings.
Used LaTeX and Python to create problem sets, assessments, and visualizations.
Education
- Massachusetts Institute of Technology (MIT)
GPA 4.8 / 5.0. Coursework: Probability and Random Variables, Linear Algebra, Project Lab in Mathematics, Fundamentals of Programming (Python), Real Analysis, Differential Equations, Complex Analysis.
Skills
Projects
Selected work — interactive apps and case studies.
Elementary Math Worksheet Generator
Generate printable math worksheets with randomized questions, KaTeX preview, and PDF export. Covers grade 6 through calculus.
Inequivalent Expression Solver
Novel algorithm for producing inequivalent algebraic expressions, with applications in machine-assisted formula creation. Optimized custom data structures and compression for memory and compute.
Compute Shader Barnes–Hut N-Body
Barnes–Hut n-body simulation with compute shaders — researched optimizations to simulate tens of millions of objects in real time across a large Java, GLSL, and Python codebase.
Maternal Health Analytics (Well on Their Way)
End-to-end analytics for a maternal-health nonprofit in Gulu, Uganda: Python data cleaning, QGIS boundary layers, and Tableau dashboards for VHT training and district impact.