Projects

Autonomous Drone SLAM Under Uncertainty

A robotics study of simultaneous localization and mapping with noisy sensors, uncertain motion, and precision navigation in GPS-denied environments.

KBAI Raven's Progressive Matrices Agent

A symbolic visual reasoning system for Raven's Progressive Matrices combining classical cognitive science with knowledge-based AI.

Puck Edge: Fantasy Hockey Lineup Optimizer

A commercial-quality web app that analyzes your fantasy hockey roster and recommends the optimal weekly move — leveraging off-night schedule advantages, waiver wire intelligence, and real NHL schedule data.

Strategy Learner for Algorithmic Trading

Designed and backtested two equity trading strategies — one built by hand from technical indicators, one learned from historical data — then systematically dismantled both under varying market friction to understand what drives their behavior.

Supervised Learning: Five Algorithms, Two Domains, One Experimental Framework

A rigorous comparative study of five supervised learning algorithms across two structurally different datasets — examining bias, variance, decision geometry, and the true cost of generalization.

Unsupervised Learning and Dimensionality Reduction

A comparative study of clustering and dimensionality reduction across real datasets, with metric-driven evaluation and runtime profiling.

Wave·Defect: Live Music Intelligence with Spotify × LiveKit

A public-facing demo combining Spotify OAuth, real-time music recommendations, and LiveKit data channels — connect your Spotify and see your taste alongside Jason's, live. (Formerly Wave2Vector Lab.)