Real workflows.
Clear system maps.
Each case study starts with the problem the system had to solve, then maps the data path, orchestration, retrieval, and runtime that made it useful.
Pharma asset generation engine
A governed generation workflow for pharma marketing teams. It combines agent handoffs, tool orchestration, and hybrid retrieval so generated assets stay grounded in the right brand and product context.
Scientific document knowledge layer
A retrieval layer for scientific files where the answer may live in a table, chart, formula, or a specific section of a long document. The system exposes small, composable retrieval tools for downstream agents.
Autonomous process interviewer
Turns meeting transcripts into a complete process record. The agent extracts what is known, identifies gaps, asks people for missing information, and generates a process report with a swimlane diagram.
Brand analytics assistant
Routes a business question to the appropriate analytics space, translates it into a query, and returns a visualization. The aim is to move from a question to a useful view without hand-building each analysis.
Microstructure evolution forecasting
An autoencoder and ConvLSTM forecasting model that predicts how binary-alloy microstructure evolves over time, using a sequence of simulation images as input.
DESIGN NOTE Enterprise diagrams are sanitized high-level views based on my work. They omit client data, private schemas, credentials, and proprietary implementation details.