Portfolio
Internal tools and systems — the same engineering we bring to client work. Every project here is in production.
Lead Enrichment
Multi-source enrichment engine that cross-references public records, web presence, and business registrations to build verified contact profiles. Handles deduplication, confidence scoring, and CRM-ready output.
10K+
Profiles enriched
8
Data sources
<3s
Avg enrichment time
Multi-Agent System
Production multi-agent system running on a local DGX Spark with a 25-model fleet. Five specialized crews handle research, prospecting, fact-checking, document generation, and code tasks — all routed through a concurrency-managed API with automatic model selection and fallback.
25 models
Model fleet
5
Specialized crews
$0 (local)
API cost
Financial Automation
Automated spend analysis that ingests bank feeds via Tiller and credit card exports, detects recurring subscriptions, classifies them against usage patterns, and recommends cancellations with projected annual savings. Supports multiple data sources including Apple Card CSV import.
$1,944/yr
First audit savings
26
Subscriptions detected
Tiller + Apple Card
Data sources
Entity Resolution
Entity resolution system that links business records across fragmented data sources — Secretary of State filings, web domains, social profiles, and CRM records — into unified company and person nodes with confidence-weighted edges.
Company + Person
Entity types
Fuzzy + deterministic
Resolution method
5+
Sources linked
AI Voice Agent
Outbound voice agent integrated with Vapi for automated prospect qualification. Handles call scheduling, conversation flow, and CRM logging. Built for high-volume outreach with human-quality conversations.
Vapi + Twilio
Integration
Real-time
CRM sync
Automated
Call logging
Relationship Intelligence
Automated pipeline that maps warm introduction paths between a source network and target prospects. Scores connector quality on reach, relevance, responsiveness, and relationship strength, then generates prioritized outreach sequences.
500+
Connectors scored
4
Scoring dimensions
Ranked intros
Pipeline output
We apply the same engineering to client projects. Tell us the problem — we'll scope it in 30 minutes.
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