Challenge

What I built

Business result

Proof

Keeping up with hundreds of product changes

Automated product-roadmap feed → filtered knowledge database → testing workflow

Replaces hours of manual monitoring; creates a reusable knowledge asset

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Creating a reliable company research brief

Multi-source agent system with defined source rules, verification and human review

Compresses repetitive research while improving consistency and traceability

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10+ hours spent manually testing software updates

Designed a system to identify changes → compare against curriculum → prioritize testing → flag human decisions

Cuts recurring testing work and focuses expert time on changes worth investigating

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Employees weren’t using the company’s AI tools

Diagnosed the actual workflow friction and redesigned everyday work around AI + better process

Moves AI from generic access to repeatable daily use

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Important decisions buried in notes and transcripts

Built an AI Chief of Staff workflow to extract owners, deadlines, conflicts and risks

Reduces manual follow-up and lost commitments

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