Professional work · ImagineSoftware
Enterprise Knowledge Retrieval
Contributed to an AI-enabled knowledge initiative focused on making internal information easier to retrieve and review.
The problem
Useful organizational knowledge is difficult to access when it is distributed across documentation and systems.
My contribution
- Worked on solution concepts and prototypes for enterprise knowledge retrieval.
- Connected user needs with implementation choices and stakeholder feedback.
- Explored how retrieved context could support more useful responses.
Tools & focus: Python, APIs, retrieval workflows
Validation & considerations
Answers should be checked against their source material. Retrieval quality, missing context, and uncertain answers remain important test cases.