41 Products. 15 Years. 6 Industries.

The client's collections teams were drowning in email — thousands of messages daily, each needing classification (payment reminder, invoice dispute, escalation, general inquiry). I built the search and categorization engine that surfaces the right emails instantly, plus the AP Supplier Portal for vendor self-service. Managed three concurrent workstreams (AP Portal, Email Search, Payments) with formal quality deliverables and gap analysis documentation.

Joined as employee #1 and built everything: the content delivery system, offline sync (schools had no reliable internet), DRM protection for premium publisher content (Cambridge, Britannica, Pearson), and crash monitoring that achieved sub-1% failure rates across thousands of devices. Led a team of 15, contributing 2,842 commits (28.4% of the entire codebase) over 4 years. The platform I built is still running 13 years later — that's the kind of foundation I build.

Software teams spend 40% of their time on process overhead — sprint planning, code review, documentation. MetaBots eliminates that. It ingests your entire codebase into a knowledge graph, uses vector search to understand code semantics, and leverages Claude AI to autonomously review PRs, write documentation, and plan sprints. I built it solo to solve my own team's productivity bottleneck, and it now runs across every Metapointer project.

This was a marathon, not a sprint. Over 5 years I led architecture decisions for a 15-person team building a property management platform (tenant leasing, maintenance, billing, staff management). Key wins: migrated AWS services saving $160/month (49% reduction), built Grafana Loki logging from scratch (60% faster debugging), hardened JWT auth eliminating security incidents, and designed the multi-database architecture that scaled from MVP to 6,000+ users.

Compliance training at Fortune 500 scale means every employee, everywhere, in every language. I built the deployment pipeline (4 Jenkins environments: QA, RDS, EU, Production), multilingual search (Japanese via Kuromoji, Chinese via CJK analyzers), and enterprise SSO (Azure AD B2C + SAML + Zendesk JWT). The result: a platform that regulators trust and employees in 2 regions actually use.

The average knowledge worker receives 120+ emails daily, but the insights in those emails are lost — buried in inboxes with no way to query them. Email KB changes that. It ingests your email via Microsoft Graph, classifies messages by domain (internal, devops, newsletter, billing), links 5,500+ conversation threads, and builds a Dgraph knowledge graph with Qdrant semantic search. Ask it anything about your email history and get real answers.