What if your system
could think?
I'm Von Uyvico, and this is EXACTLY what I solve — from design to deployment — one Agent at a time.
Building systems that think.
Full-stack engineer & AI architect with 3+ years owning production systems across legal tech, healthcare & SaaS.
AI-native. Observability-first. From infra design through production deployment — delivering measurable impact for US clients remotely.
Work Experience
- Owned end-to-end architecture of an AI-native legal research platform using LangChain/LangGraph, cutting research time by 60%
- Drove an observability-first architecture across all business-critical APIs using telemetry and distributed tracing, reducing debugging overhead by 40%
- Spearheaded a scale-first AI infrastructure strategy, refactoring model pipelines and system bottlenecks to improve overall performance by 57%
- Architected a distributed full-stack platform designed to support 100,000+ users, defining service topology, data contracts, and infrastructure patterns for horizontal scalability
- Designed and owned end-to-end CI/CD pipelines with automated testing, rolling deployments, and release automation enabling zero-downtime production releases
- Led migration of legacy PHP APIs to Golang, cutting P95 latency by 50%
- Spearheaded full rewrite of internal tooling with an automation-first approach, boosting operational efficiency by 50%
- Designed and deployed AI agents using LangChain/LangGraph for a salon booking platform, driving a 50% increase in sales
- Architected AI agents to autonomously manage tickets and trace backend API issues, slashing time-to-resolve overhead by 43%
- Designed and shipped custom SDK wrappers over REST APIs, improving developer agility by 30%
- Architected and shipped a Meta Marketing automation platform from scratch, driving 10x conversion improvements across multiple client accounts
- Owned full-lifecycle development of an AI app suite for a major US insurance and senior care client, from architecture through production deployment
- Automated technical SEO/AEO auditing with AI-powered analysis, increasing global reach by 45%
- Built a custom AI CRM solution for US home-care agencies, boosting operational efficiency by 47%
- Led development of a nurse training platform for US healthcare clients
Notable Projects
Qredit
LangGraph-based AI Credit Underwriting system. Automates risk scoring and loan decisioning via agentic graph workflows.
Haylee AI
The AI-native Claude Code for Meta Ads & Marketing. Automates ad creation, optimization, and publishing via agentic workflows.
AnoRaw MCP API
A data-oriented unified MCP layer across Philippine government data, enabling natural language queries for citizens as part of the BetterGov.ph initiative.
APIA: API Builder & Runtime
A MuleSoft-inspired flow-based API framework with a dedicated Runtime Engine, Flow Designer, and Build Engine for visual API composition.
MuleSoft AI Chain Connector
Custom Mule 4 SDK extension integrated with LLM APIs. Extracts confidence scores via logarithmic probabilities — Confidence Edition.
Project Beyond The Eyes
Maps 3D real-world objects from camera input to binaural audio (Dolby Atmos) for blind users using disparity algorithms for depth mapping.