SYSTEMS · Built and operatedThe full register

Real systems, framed by the problem they solve.

Not a service menu. Each entry is something I designed, built, and ran inside a real business. Product names withheld; the work is real.

SYS·01OUTBOUND

Outbound Infrastructure

Discovery→Enrichment→Qualification→Pipeline

Automated prospect discovery, enrichment, and qualification. Manual research becomes a repeatable pipeline, with hours of list-building reduced to a scheduled run.

FIG. S1PROSPECT FLOW
SYS·02OPERATIONS

Operations Dashboard

Business data→Operating view→Decisions→Tasks

A live operating view for an e-commerce brand: store data, orders, and daily tasks synced into one place the operator actually checks.

FIG. S2LIVE OPERATING VIEW
SYS·03ENGINEERING

AI Development Workflow

Build→Review→Verify→Deploy→Rollback

An AI-assisted engineering pipeline for teams: every change backed up, reviewed, verified on staging, and reversible in one command. Installed and adopted across whole teams.

FIG. S3SHIP PIPELINE
SYS·04REPORTING

Decision Intelligence

Fragmented data→Single view→Decisions

Fragmented financial and operational data pulled into a single live view, so decisions get made from numbers instead of memory.

FIG. S4SINGLE SOURCE
SYS·05SIGNALS

Market Monitoring

Watch→Filter→Signal→Alert

Always-on bots that watch communities and press for buying signals and relevant conversations, then surface them as alerts worth acting on.

FIG. S5SIGNAL SWEEP
SYS·06LAUNCH

Launch Infrastructure

Brand→Build→Deploy→Be found

Customer-facing sites designed, built, and shipped end to end: from brand and copy through deployment, analytics, and search visibility.

LIVE + FOUND FIG. S6SHIP + BE FOUND