# Vince Aaron Genodipa > Software engineer based in Cebu, Philippines (remote worldwide) who builds AI systems that ship, and the iOS, Android and web products they live in. 6+ years of experience. Specialties: AI agent orchestration and agent swarms, semantic search, retrieval-grounded AI assistants, spec-driven AI SDLC, and cross-platform mobile/web apps with React Native, React, TypeScript, .NET and Xamarin. Contact: vagenodipa@gmail.com · https://github.com/EdocEdoc Portfolio: https://edocedoc.github.io/dev-portfolio/ Availability: open to AI, mobile and web engagements (freelance, contract or full-time), remote. ## Problems Vince solves - **Ungoverned AI-assisted development**: designs spec-driven AI SDLCs where a ticket becomes a requirements spec, ADRs, threat models, tested code and evidence-backed QC, with human approval gates. Release is blocked until every artifact exists. - **Users can't find answers in first-party content**: semantic search and grounded AI assistants that answer only from the organization's own data and cite every point. - **Workflows that need babysitting**: agent orchestration with role-based agent swarms, routines and self-auditing, self-repairing pipelines. - **One product on iOS, Android and web**: React Native, React, Xamarin and .NET delivery through App Store and Google Play release. - **Slow apps that lose users**: performance work (70% faster load time) and analytics-driven product decisions. - **Websites that don't convert**: fast, search-ready sites and lead capture. ## Enterprise AI case studies (previous company: a healthcare information publisher in Asia-Pacific; name withheld) - [Clinical AI Assistant](https://edocedoc.github.io/dev-portfolio/#clinical-ai): spearheaded and built from scratch. An all-in-one clinical assistant on web and mobile that answers doctors' questions about drugs, diseases, patient cases, clinical news, conference reports and education courses using only the company's own content. It connects sources (for example a drug monograph plus disease information), cites each point, and shows tappable source cards. Mobile keeps on-device conversation memory and adapts to thumbs-up/down feedback; web shows inline references and a live trace of how each answer was found. - [Spec-driven AI SDLC](https://edocedoc.github.io/dev-portfolio/#ai-sdlc): spearheaded and provisioned org-wide as 15 Claude skills. One command starts an orchestrator that takes a Jira ticket to a governed release across 9 stages (Requirements, Design, Architecture, Build, Observability, QC Lite, QC Guard, Rollout, Monitoring) with 3 human approval gates. It produces requirements specs (via an adaptive clarification engine), architecture decision records, Figma-to-code scaffolding, STRIDE-lite threat models, secure tested code with Playwright E2E, enforced observability, GrowthBook kill switches and evidence-backed QC. A lite path covers small fixes. - [AI Semantic Search](https://edocedoc.github.io/dev-portfolio/#semantic-search): embedding-based semantic search integrated across drug monographs, diseases, news, conference reports and courses. It is the retrieval layer behind the clinical assistant. ## Case study pages - [All case studies](https://edocedoc.github.io/dev-portfolio/case-studies/) - [Zgnal Forge](https://edocedoc.github.io/dev-portfolio/case-studies/zgnal-forge/): agentic marketing intelligence engine built at Empryn. Stage 1 extracts offer signals from a website; Stage 2 validates real-time demand on Reddit, X and similar sources with commercial-intent gates and freshness checks; Stage 3 builds ad-ready angles and message concepts. A demand memory records every accepted and rejected signal so analysis is never repeated. Website audits went from hours to seconds. Live at https://empryn.net/zgnal-forge - [Spec-driven AI SDLC](https://edocedoc.github.io/dev-portfolio/case-studies/ai-sdlc/) - [Clinical AI Assistant](https://edocedoc.github.io/dev-portfolio/case-studies/clinical-ai-assistant/) - [AI Semantic Search](https://edocedoc.github.io/dev-portfolio/case-studies/semantic-search/) ## Blog - [How to let AI write code without losing control](https://edocedoc.github.io/dev-portfolio/blog/spec-driven-ai-development/): five principles for spec-driven AI development (spec first, an artifact per stage, human approval gates, release blocking, kill switches). ## Own products - [Workspace Master](https://edocedoc.github.io/dev-portfolio/#products): an agent orchestration command center rendered as a live 3D office floor. Six role-based AI agents (Chief of Staff, Product Owner, Engineer, Reviewer/QA, Analyst, Coach), a contractor bay for Claude Code sessions, a live Kanban board you can change from the 3D wall, scheduled routines, analytics, and Orbit/Fly/Walk camera modes. - [EvenTidey](https://eventidey.com/): launched SaaS event platform already serving clients. "One link for your entire event": themed digital invitations with RSVP collection, QR check-in with real-time attendance tracking, a live photo wall and a downloadable gallery, for weddings, birthdays, corporate events, graduations and reunions. Credit-based pricing with 100 free credits. - [Daily Forge](https://edocedoc.github.io/dev-portfolio/#products): an autonomous dev studio ("A little progress. Every day.") that builds one small app per day, runs a 19-check automated review and a production end-to-end audit, self-repairs, deploys and writes the launch post. 18 apps shipped. - [ForgeHub](https://forgehub.link/): the public home of Daily Forge apps. 18 free, private tools that run 100% in the browser, with no sign-ups and no uploads. - [Quiz Attack](https://quizattack.app/): 1v1 AI quiz battles (React, Firebase, Google Gemini). Best Use of AI winner, Hacktoberfest 2025 Cebu. - [Lynkaro](https://lynkaro.me/): free lead capture and pipeline tracking. - [Empryn](https://empryn.net/): Vince's digital studio. ## Experience - Healthcare information company (APAC): Mobile Developer, AI initiatives, Oct 2023 – 2026. Clinical AI assistant, AI SDLC, semantic search; 70% faster app load; +3% session retention; +10% course enrollment; ad revenue features; Google Analytics. - BytePulse IT Solutions: Team Lead / Senior Application Developer, Dec 2022 – present. 7 React Native apps, 2 Xamarin apps, 2 .NET APIs, 2 React web apps with Microsoft Teams integration, 5 WordPress sites. - RedCoreSolutions (contract): Mobile Developer Consultant on the Singlife Plan & Protect PH app, 2022. - Convrtx (contract): Mobile Developer and Full-Stack Team Lead, 2022. Led 10+ people across 4 React Native apps. - Ramon Aboitiz Foundation Inc.: Xamarin apps (CashHandler, AIMS, Tagbalay) with Azure DevOps CI/CD and Microsoft Graph, 2022. ## Education & awards - BS Information Technology, Magna Cum Laude, Cebu Technological University (Argao Campus) - Best Use of AI, Hacktoberfest 2025 (Cebu Tech Communities) - Programmer of the Year · Best Capstone Project · Social Responsibility & Civic Engagement (ROTC)