SYSTEM DESIGN / SELECTED WORK

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.

05 SYSTEMSENTERPRISE · PHARMA · RESEARCH

01 / Multi-agent campaign system

Pharma Marketing Asset Studio

ZS Associates · US pharma

Generate campaign assets from a brief and retrieved brand context
Coordinate specialist steps with agent handoffs and tools
Track 10+ quality metrics; response quality improved 38%

$1M revenue influenced · 66% less manual effort

RECOGNITION2025 ZS Impact Award · Generative AI

02 / Multimodal retrieval infrastructure

Scientific Document Intelligence

ZS Associates · enterprise scientific documents

Parse 1,000+ page scientific documents, including complex structure
Retrieve at document or section level through MCP tools
Serve 10,000+ concurrent users; full parse within about 5 minutes

10,000+ concurrent users · section retrieval within 5 minutes

03 / Human-guided agent workflow

Autonomous process interviewer

Thomson Reuters · enterprise process capture

Extract process steps and owners from meeting transcripts
Ask conversational follow-ups and autofill confirmed fields
Cut manual process-reporting effort by 90%

90% reduction in manual reporting effort

RECOGNITIONQ2 2026 Hall of Fame · Innovation Trailblazer

04 / Natural language analytics

Brand analytics assistant

ZS Associates · Databricks

Route natural-language questions to the relevant Genie space
Translate the request into SQL and execute the analysis
Return results as a chart; business analysis automation +50%

Business analysis automation up 50%

05 / Scientific machine learning

Microstructure evolution forecasting

SURGE · IIT Kanpur

Encode simulation frames into a compact representation
Forecast temporal evolution with ConvLSTM
Accelerate the phase-field simulation workflow by 50%

Simulation accelerated by 50%

DESIGN NOTE Enterprise diagrams are sanitized high-level views based on my work. They omit client data, private schemas, credentials, and proprietary implementation details.

HAVE A WORKFLOW WORTH FIXING?

Let’s make the
next step concrete.

Talk through the problem