03Projects
Public systems and research projects spanning LLM evaluation, incident response, Rust market infrastructure, portfolio risk, local-first tooling, RF classification, and collaborative regime modeling.
7 projects
01LLM Evaluation Platform
Full-stack LLM evaluation platform with versioned datasets, graders, quality gates, and cost-latency analysis.
Completed public demo
Live incident-triage demo that turns operational context into a validated, structured response with deterministic fallback behavior.
Concept visualOpen-source systems project
Deterministic Rust limit-order-book and matching engine with replay, portfolio accounting, risk controls, property tests, and reproducible local benchmarks.
Open-source research platform
An auditable research platform for portfolio risk, regime diagnostics, stress testing, and chronologically valid strategy evaluation.
v1.0.0 public release
A local-first Chrome extension that reformats selected text through an explicit, user-triggered workflow and a typed FastAPI backend.
Concept visualResearch project
PyTorch CNN research for classifying five RF signal categories from a 150,000-sample corpus and evaluating robustness under noisy conditions.
Completed as a Machine Learning Researcher at the Royal Military College of Canada.
Collaborative / Archive
Collaborative exploration of market regimes and regime-conditional classification and regression, with Jacob credited as a contributor rather than the repository owner.
Repository owned by supermogaboy; Jacob contributed 9 commits.
