Business impact first
A project earns space when it changes a revenue outcome: lead quality, conversion, response time, operating cost, retention, or expansion.

I build the systems between a good idea and measurable revenue.
What the work has to prove
A project earns space when it changes a revenue outcome: lead quality, conversion, response time, operating cost, retention, or expansion.
Strong work includes incomplete data, conflicting systems, edge cases, human handoffs, and the decisions that made the system reliable.
Show the path from source to enrichment, scoring, routing, action, CRM update, and measurement. Hiring managers need to see the connective tissue.
5 builds worth keeping
Combine sources, enrich each record, score against the ICP, then route qualified accounts to the right owner with context intact.
Better qualified conversion and shorter response time.
Monitor buying signals such as site visits, hiring, funding, technology changes, and leadership moves, then trigger outreach while the signal is fresh.
More relevant conversations with less wasted volume.
Research the prospect, generate useful talking points, sequence the message, and feed engagement back into the next decision.
Higher reply rates without turning the copy into mail merge sludge.
Connect campaign, sales, CRM, and product data so the team can see which work creates pipeline and which work just creates activity.
Budget and GTM decisions tied to revenue evidence.
Combine usage, support, billing, and engagement signals to flag churn risk and surface expansion timing before the account goes quiet.
More retained revenue and earlier expansion conversations.
Selected work
CRM architecture, lifecycle automation, enrichment, attribution, and AI-assisted GTM operations for a Series B fintech company.
Read the case studyBuilt the brand, content engine, and category authority that supported 100% YoY revenue growth through acquisition.
Read the case study
Sweet ExpressRecruitment, ecommerce, social, and content systems that turned an offline trucking company into a measurable digital operation.
Read the case studyHow I document a build
Name the revenue bottleneck in plain language.
Show the options, tradeoffs, and why you chose the path.
Map the workflow from input through handoff and measurement.
Use the number that changed, plus what you learned when it broke.
Available for the right build
I architect the CRM, wire the APIs, build the automation, and connect the work to revenue.