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Vince Genodipa Start a project

Vince Aaron Genodipa Open to AI & product engagements · Cebu, PH · Remote

I build AI systems that ship — and the apps they live in.

I'm Vince Aaron Genodipa, a software engineer with 6+ years across mobile, web and applied AI. I design agent orchestration, semantic search, grounded AI assistants and governed AI delivery pipelines, then ship them inside real iOS, Android and web products.

See what I solve View AI case studies
Years shipping
6+
Products shipped
25+
Faster app load
70%
Hacktoberfest 2025
Best Use of AI

Teams and brands I've shipped for

  • Singlife
  • Ramon Aboitiz Foundation Inc.
  • RAFI Microfinance
  • Blind Heroes Worldwide
  • Donald Pollock Publications
  • Manhattan Media Press
  • Metro Screen Films
  • Noble Works Media

01 — What I solve

Problems I'm brought in to fix.

I don't just write code to spec. I start with the business problem, then build the smallest system that solves it reliably and leaves a trail your team can trust.

Vince Aaron Genodipa seated, hand on chin, thinking
Problem first
01 AI governance

Your team uses AI to code, but nobody trusts what ships.

I turn ad-hoc prompting into a spec-driven AI SDLC: ticket → spec → architecture → threat model → tested code → evidence-backed QC, with human approval gates and no release until every artifact exists.

Result 15 skills provisioned org-wide · 3 approval gates · full paper trail

02 Search & RAG

Your users can't find answers buried in your own content.

I build semantic search and grounded AI assistants that answer only from your data, cite every point, and understand loosely phrased questions that keyword search misses.

Result Evidence-backed answers in seconds, on web and mobile

03 Agents

Your workflows need people to babysit them.

I design agent orchestration: role-based agent swarms, routines and self-auditing pipelines that pick up work, run checks, repair failures and report back in plain language.

Result 18 apps built, audited & deployed autonomously

04 Mobile & web

You need one product on iOS, Android and the web.

I ship cross-platform apps with React Native, React, Xamarin and .NET, from first commit through App Store and Google Play release, and lead the team doing it.

Result 20+ mobile & web apps released · teams of 10+ led

05 Performance

Your app is slow, and users quietly leave.

I profile and fix what matters, including pagination, caching and pre-fetching, then instrument analytics so the next features are chosen by data, not opinion.

Result 70% faster load · +3% session retention · +10% enrollment

06 Growth

Your website looks fine but doesn't bring in business.

I build fast, search-ready sites and lead-capture tooling, so visitors turn into conversations and conversations into a tracked pipeline.

Result 10+ brand sites shipped · Lynkaro lead capture

02 — Enterprise AI case studies

AI I built from zero inside a regulated industry.

At my previous company, a healthcare information publisher serving clinicians across Asia-Pacific, I spearheaded three AI initiatives. The company's name and branding are removed; the demos below are faithful recreations.

Spearheaded · built from scratch Web + mobile

Clinical AI Assistant

An all-in-one clinical assistant that answers doctors' questions using only the company's own medical content: drugs, diseases, patient cases, clinical news, conference reports and education courses. Doctors get one connected answer, written the way a consultant talks to a colleague.

  • Connected reasoning. Reads the drug monograph and the disease information, links them, and cites each point.
  • Grounded, never guessed. Every answer draws only on the company's own data; semantic search finds it even when the question is loosely phrased.
  • Tappable source cards open straight into the full monograph or article.
  • Mobile: lives in the flagship app, remembers recent conversations and preferences on-device, adapts to 👍/👎 feedback.
  • Web: references expand inline beside a live view of how each answer was found.

Outcome On a ward round or at a desk, clinicians reach a confident, evidence-backed answer in seconds.

Read the full case study

Clinical AI Assistant
67-year-old female, CrCl 10, on sitagliptin

How this answer was found

  1. Parsed patient context: elderly · CrCl 10 mL/min · DPP-4 inhibitor
  2. Semantic search → Drug monograph: Sitagliptin
  3. Semantic search → Disease: Chronic kidney disease
  4. Connected renal-dosing guidance across both sources

A CrCl of 10 mL/min puts her in the severe renal impairment band, so sitagliptin needs a renal dose adjustment rather than the standard dose1. It's worth reviewing that alongside her overall CKD management and glycaemic targets2.

1SitagliptinDrug monograph · Renal impairment 2Chronic kidney diseaseDisease · Management

Illustrative recreation. Not clinical advice; brand and content removed.

Spearheaded · provisioned org-wide Spec-driven development

AI SDLC: Jira ticket → governed release

One command starts an orchestrator that takes a Jira ticket all the way to release, with guardrails at every step. An adaptive clarification engine turns the ticket into a full requirements spec. From there the pipeline produces architecture decision records, Figma-to-code UI scaffolding, STRIDE-lite threat models, secure and fully tested code, enforced observability, GrowthBook kill switches and evidence-backed QC.

$ /sdlc-orchestrator PROJ-1284 9 stages 3 human approval gates Lite path for small fixes

Click a stage to inspect it, or run the pipeline.

15 organization skills, provisioned to Claude

Every stage leaves an auditable artifact, grounded in the real codebase.

Orchestration
  • sdlc-orchestrator
  • sdlc-jira-connector
Requirements
  • sdlc-requirement-intelligence
  • sdlc-effort-estimator
Design
  • sdlc-design-to-code
  • sdlc-architecture-planner
Build
  • sdlc-code-execution
  • sdlc-e2e-playwright
Security & Ops
  • sdlc-security-abuse-modeling
  • sdlc-observability-enforcement
Quality
  • sdlc-qc-lite
  • sdlc-qc-guard
Anytime
  • sdlc-code-auditor
  • sdlc-retrospective
  • sdlc-innovation-spike

Outcome Faster delivery, fewer production surprises, and a complete paper trail on every ticket. Three approval gates keep engineers in control, and nothing ships with a gap.

Read the full case study

Integration Search infrastructure

AI Semantic Search

Clinicians rarely type the exact title of what they need. I integrated embedding-based semantic search across the content library (drug monographs, diseases, news, conference reports and courses) so a query matches on meaning, not keywords.

  • Understands intent: "kidney patient on a gliptin" finds the sitagliptin renal-dosing section.
  • One index, every content type, ranked by relevance across drugs, diseases, news and education.
  • The retrieval layer behind the Clinical AI Assistant, so answers stay grounded in first-party content.

Outcome Loosely phrased questions still land on the right content, the foundation for trustworthy AI answers.

Read the full case study

Keyword search0 results
Semantic search3 relevant

All case studies

Browse every case study
Zgnal Forge: marketing intelligence engine

Agents · Marketing intelligence

Zgnal Forge

A marketing intelligence engine that turns live demand into ad-ready decisions and never repeats an analysis.

Read case study

AI governance · SDLC

Spec-driven AI SDLC

15 skills and 3 approval gates that take a Jira ticket to a governed, fully evidenced release.

Read case study

RAG · Web + mobile

Clinical AI Assistant

Connected, cited clinical answers drawn only from first-party content.

Read case study

Search infrastructure

AI Semantic Search

Embedding-based retrieval across drugs, diseases, news and courses.

Read case study

03 — Latest products

Things I've built and run myself.

My own products are where I prove ideas before clients need them: an agent swarm with a 3D office, a live event platform already serving clients, and a studio that ships a new app every day.

Workspace Master · Office floor
Workspace Master 3D office floor: role-based AI agents at desks, a live Kanban wall and a routines board

Agent orchestration · Agent swarm

Workspace Master

A command center for an AI agent swarm, rendered as a live 3D office floor. Each worker's state comes from real data, and moving a card on the 3D Kanban wall moves it on the real board.

  • 6 role-based agents: Chief of Staff, Product Owner, Engineer, Reviewer/QA, Analyst, Coach
  • Contractor bay for on-demand Claude Code sessions
  • Live Kanban (Ready → Running → Review → Blocked → Done) and scheduled routines
  • Orbit, Fly and "Walk as Vince" camera modes, plus a live floor feed and analytics
Multi-agentReal-time 3DKanban automationClaude Code
eventidey.com
EvenTidey homepage: One link for your entire event, with digital invitations, RSVP collection, QR check-in and a live photo wall

Launched · serving clients

EvenTidey

One link for your entire event. A SaaS platform for weddings, birthdays, corporate events, graduations and reunions. It covers the whole event lifecycle, from the first invite to the last photo, and organizers are already running live events on it.

  • Themed digital invitations with RSVP collection, shared as a single link or QR code
  • QR check-in at the venue with real-time attendance tracking
  • Live photo wall: guest uploads appear instantly, then collect into a downloadable gallery
  • Credit-based pricing with 100 free credits, and unused credits returned if an event is cancelled
SaaSReal-timeQR check-inPayments & credits
Visit eventidey.com
dailyforge · Work board
Daily Forge work board showing system online, recovered session, active project and 18 apps shipped

Autonomous dev studio

Daily Forge

A little progress. Every day. An autonomous builder that takes an idea from the backlog, builds it, runs a 19-check automated review and a production end-to-end audit, repairs its own failures, then deploys and writes the launch post.

18apps shipped
19automated checks
1/daycadence
forgehub.link
ForgeHub homepage: Small tools. Big headspace. A library of free browser tools

Live product

ForgeHub

Small tools. Big headspace. The public home for everything Daily Forge ships: 18 free tools that run entirely in your browser, from a JSON explorer and regex tester to image compression and a subnet calculator. No sign-ups, no uploads, and your data stays in your tab.

100% client-sidePrivacy-firstllms.txt + Atom feed
Visit forgehub.link
Quiz Attack sign-in screen 🏆 Best Use of AI

Quiz Attack

1v1 quiz battles powered by AI-generated lectures and quizzes. Winner, Best Use of AI at Hacktoberfest 2025 (Cebu).

ReactFirebaseGemini
Visit Certificate
Lynkaro homepage: Manage leads and grow your network

Lynkaro

Free lead capture and pipeline tracking for professionals: organize contacts, follow up, close faster. It also powers the contact form on this page.

SaaSCRMReact
Visit
Empryn homepage: Your Business. Digitally Printed.

Empryn

Your business. Digitally printed. My studio for helping businesses build and grow their digital presence.

StudioWeb
Visit

04 — Experience

Where I've delivered.

  1. Oct 2023 — 2026

    Mobile Developer · AI Initiatives

    Healthcare information company · Asia-Pacific

    • Spearheaded and built from scratch the company's Clinical AI Assistant for web and mobile.
    • Spearheaded spec-driven development: designed the AI SDLC and provisioned 15 skills to the organization.
    • Integrated AI semantic search across the clinical content library.
    • Cut app load time by 70% with pagination, data caching and pre-fetching.
    • Contributed to +3% session retention and +10% course enrollment in the Philippines and Singapore.
    • Shipped ad-banner revenue features and Google Analytics instrumentation behind 3+ data-driven features, across two React Native apps.
    AI / RAGSemantic searchClaudeReact NativeGA
  2. Dec 2022 — Present

    Team Lead · Senior Application Developer

    BytePulse IT Solutions

    • Lead delivery across a portfolio of business mobile and web solutions.
    • Shipped 7 React Native and 2 Xamarin apps, 2 .NET APIs, and 2 React/TSX web apps integrated with Microsoft Teams.
    • Built and deployed 5 WordPress sites (Elementor, SiteGround).
    Leadership.NETReact NativeXamarinReact
  3. Jul 2022

    Mobile Developer Consultant

    RedCoreSolutions (contract) · Singlife Plan & Protect PH

    • Designed and built iOS and Android features for an insurance app, working with backend and UX teams.
    • Owned performance, cross-platform parity and App Store / Google Play releases.
    React NativeiOSAndroid
  4. Feb 2022

    Mobile Developer · Team Lead, Full Stack

    Convrtx (contract) · Canco, MEME, GOWild, Fitness apps

    • Led a team of 10+ building 4 React Native apps, React/TSX landing pages and a Node.js admin dashboard.
    • Social auth (Facebook, Twitter, Google) and Firebase auth, messaging and storage.
    LeadershipReact NativeNode.jsFirebase
  5. Feb 2022

    Xamarin Apps · Client Project

    Ramon Aboitiz Foundation Inc. · CashHandler, AIMS, Tagbalay apps

    • Cash-flow reports as PDF and Excel, offline storage, and API data consolidation and sync.
    • Microsoft Graph authentication and Xamarin CI/CD on Azure DevOps.
    XamarinAzure DevOpsMS Graph

05 — Client web builds

Brand sites for authors, publishers & agencies.

Fast, content-led WordPress builds focused on book launches, catalogs and lead capture.

06 — About

Engineer first. Outcome-obsessed.

Vince Aaron Genodipa

Cebu, Philippines · works remotely worldwide

I started in cross-platform mobile and grew into leading teams, then into building AI systems that teams actually trust. The thread through all of it: understand the problem, ship the smallest thing that solves it, and measure whether it did.

I write clean, maintainable code, document decisions, and leave every system easier for the next engineer, whether that next engineer is a person or an agent.

BS Information Technology · Magna Cum Laude

Cebu Technological University, Argao Campus

  • Programmer of the Year
  • Best Capstone Project
  • Social Responsibility & Civic Engagement (ROTC)
  • Best Use of AI · Hacktoberfest 2025
Vince Aaron Genodipa holding a laptop
6+ years shipping
Cebu, PH · remote

Toolkit

AI & agents

  • Claude & Claude Code skills
  • Agent orchestration
  • Semantic / vector search
  • RAG & grounded answers
  • Google Gemini
  • Spec-driven development

Mobile

  • React Native (Expo & CLI)
  • Xamarin (.NET, XAML)
  • iOS & Android
  • App Store & Google Play

Web & backend

  • TypeScript / JavaScript
  • React
  • .NET APIs
  • Node.js
  • Firebase
  • WordPress / Elementor

Delivery & quality

  • Playwright E2E
  • GrowthBook flags
  • Azure DevOps CI/CD
  • Cloudflare
  • Jira & Figma
  • Google Analytics

07 — FAQ

Quick answers.

What does Vince Aaron Genodipa do?

I'm a Cebu-based software engineer who builds AI systems and the products around them: agent orchestration, semantic search, retrieval-grounded AI assistants, governed AI delivery pipelines, and cross-platform iOS, Android and web apps.

What AI systems have you built?

A clinical AI assistant for web and mobile that answers from a publisher's own content with cited sources; semantic search integrations; a spec-driven AI SDLC of 15 skills that takes a Jira ticket to a governed release; Workspace Master, an agent-swarm orchestration command center; and Daily Forge, an autonomous studio that has shipped 18 apps to ForgeHub.

What is a spec-driven AI SDLC?

It's a delivery pipeline where AI agents write the requirements spec first, then produce architecture decision records, threat models, tested code, observability and QC evidence, with human approval gates in between. Release is blocked until every required artifact exists, so nothing ships with a gap.

Are you available for freelance, contract or full-time work?

Yes. I take on AI, mobile and web engagements, working remotely from Cebu, Philippines. Email vagenodipa@gmail.com or use the form below.

Which technologies do you work with?

Claude and Claude Code skills, Google Gemini, semantic/vector search, React Native, React, TypeScript, .NET, Xamarin, Firebase, Playwright, Cloudflare, Azure DevOps, Jira, Figma and GrowthBook.

08 — Contact

Have a problem worth solving?

Tell me what's slow, manual or unreliable. I'll reply with how I'd approach it, usually within one business day.

vagenodipa@gmail.com
Vince Aaron Genodipa facing the camera
  • Based inCebu, Philippines (UTC+8)
  • WorksRemote · async-friendly
  • RepliesWithin one business day
  • Codegithub.com/EdocEdoc

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