Case Studies
I wrote these so you can see the problem, the choices, and the outcome without having to sit through portfolio theatre.
Key impact
Offline archive ingestion up to about 55 GB
ML-native email productivity workflows with background categorization, summarization, and offline archive ingestion.
Proof signal
Offline .mbox ingestion supports archives up to about 55 GB.
Key impact
Role-aware asset and credential controls
Secure storage and management for digital assets and credentials with privacy-focused architecture.
Proof signal
Role-aware controls and audit-friendly lineage were built into the platform from the start.
Key impact
Paper-heavy workflows shifted into self-service systems
Modernized legacy, paper-heavy operations with practical automation and self-service systems.
Proof signal
Paper-heavy workflows were shifted into self-service systems.
Key impact
SharePoint and Jira governance patterns for operations
SharePoint/Jira administration and PMO support to improve governance, reporting, and workflow reliability.
Proof signal
Manual administrative overhead dropped through workflow automation.
Key impact
Repeatable regression posture for support assistants
Testing-led quality improvements for internal IT and HR assistant workflows.
Proof signal
A repeatable regression posture was established for internal support assistants.
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