01
Enterprise client engagement
Enterprise document and form automation
A long-running enterprise engagement that replaced manual data entry with a checked, end-to-end flow from submitted documents to business systems.
- $37K+ engagement
- 943 hours
Selected work
Work that solved an operating problem.
Each project started with a real bottleneck: slow document handling, scattered knowledge, repetitive conversations, disconnected systems, or software that needed one accountable owner. These include client engagements and a portfolio system.
All case studies
02
Production client system
Knowledge search across 500K+ documents
A production knowledge system that helped authorized users find answers across a very large document collection and see the source behind each answer.
- 500K+ documents
- Sub-second answers
03
Production-oriented portfolio system
Controlled multi-step AI workflows
A workflow in which specialized AI steps handled research, drafting, checking, and review, with people approving decisions that carried real risk.
- Four-stage workflow
- Human approval points
04
Client engagement
Spreadsheet and database automation
A production utility that moved large datasets between Google Sheets and PostgreSQL while handling changes, conflicts, and monitoring.
- About 90% less manual maintenance
- Large-table support
05
Startup MVP
Customer engagement AI assistant
A production-ready conversational assistant that remembered context, connected to the client's CRM, and escalated conversations to people when needed.
- Delivered in under a week
- CRM connected
06
Full-stack product build
Logistics operations platform
A logistics platform built from the ground up for load matching, route planning, fleet tracking, compliance records, and operational reporting.
- Built from the ground up
- Real-time updates
07
Research publication
IEEE-published biometric security research
Published deep-learning research on distinguishing live faces from presentation attacks such as photos, videos, and masks.
- 80,000 frames
- Multi-modal data
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