Experiments

Prototypes and side work

Smaller pieces that support the main projects, plus a short list of things I am actively learning. The finished work is under Work and Applied Research — this page is deliberately the least polished on the site.

Built and running

Components with working code behind them, mostly built in service of a larger project.

Optimization Algorithms

Completed

First-order and quasi-Newton continuous optimization methods implemented from scratch and compared for convergence behavior across convex and non-convex objectives, with benchmark visualizations and an interactive dashboard.

PythonNumPy

Applied research

Exploratory — nothing to show yet

Areas I am reading into and prototyping privately. Listed for honesty about what I am working on, not as finished work — there is no code or result to review here yet.

AI agent workflowsAutonomous and semi-autonomous agent patterns, mostly tool-use and orchestration.Python
Operating-system internalsA from-scratch exploration of core operating-system concepts and mechanisms.C
Cloud-native patternsSmall prototypes exploring cloud-native application patterns on AWS.AWS
Data visualizationExploratory work on visualizing datasets and model behavior.Python

See the finished work Applied research