THE LAB

BUILD. TEST. GOVERN. LEARN.

Public, résumé-supported case studies. Proprietary code, confidential details, student data, and unsupported outcomes stay out.

Enterprise SaaS

Caruso

THE PROBLEM: Connect fragmented operational workflows without giving up tenant isolation, evidence, or access control.
THE BUILD: A secure multi-tenant platform spanning project management, QA, HR, business development, and systems engineering.
THE RESULT: A production platform with PMBOK-aligned scheduling, risk, earned value, traceability, and compliance evidence.

Agent safety

THE PROBLEM: Make agent behavior bounded and reviewable before consequential action.
THE BUILD: Open-source guardrail patterns for explicit constraints and human control.
THE RESULT: A reusable safety layer for responsible agent workflows.

AI reliability

THE PROBLEM: Detect risky output and behavioral changes across model versions.
THE BUILD: A model-safety and reliability testing tool focused on behavioral regression and high-risk-output detection.
THE RESULT: Evaluation evidence that can inform release decisions.

Governed autonomy

THE PROBLEM: Coordinate useful autonomy while retaining legible authority and accountability.
THE BUILD: Governance, workflow routing, approvals, safety constraints, auditability, and organizational learning.
THE RESULT: An operating model for bounded agent collaboration.

Applied NLP

THE PROBLEM: Daily Jira triage created large manual-review and coordination costs.
THE BUILD: A context-aware Python/NLTK classification and prioritization system.
THE RESULT: Improved accuracy and efficiency by 75% and eliminated approximately 80 staff-hours per week of triage meetings.

Computer vision

THE PROBLEM: Intermittent graphical defects needed repeatable evidence.
THE BUILD: Python, OpenCV, and TensorFlow monitoring and annotated evidence capture.
THE RESULT: Automated discrepancy detection for real-time game monitoring.

Game in development

THE PROBLEM: Create a story-driven fantasy RPG where character choices shape factions, companions, quests, and endings.
THE BUILD: A public 2D isometric RPG concept spanning six cities, five classes, branching choices, adaptive systems, and a world built to remember the player.
THE RESULT: An active game project in development with a public world, systems, and design direction.

AI-assisted publishing system

THE PROBLEM: Explore how automation can support a focused games and AI-infrastructure journalism operation.
THE BUILD: A live, data-driven publication Jeremy is proud to have created with AI assistance, combining editorial systems with AI-assisted workflows.
THE RESULT: A working public newsroom and ongoing experiment in editorial automation.