I build AI-native apps, agents, and automations for the work your team keeps repeating

Next.jsTypeScriptReactTailwind CSSGSAP motionLLM appsAI agentsRAG systemsWorkflow automationGenerative mediaAPI integrationREST APIFastAPITanStackAI avatarAI voiceNode.jsPythonCI/CDGitVercelCloudflareProduct designNext.jsTypeScriptReactTailwind CSSGSAP motionLLM appsAI agentsRAG systemsWorkflow automationGenerative mediaAPI integrationREST APIFastAPITanStackAI avatarAI voiceNode.jsPythonCI/CDGitVercelCloudflareProduct design

A few things I have been building.

Public product surfaces and staging builds, described by the problem, the product path, and the current status. Open a card for the fuller build context.

YookStream — Faceless AI livestreaming product interface previewView project
In Development2026

A staging product for AI-led livestreams that answer chat, react to gifts, and support automated selling on TikTok and YouTube without the operator appearing on camera.

Problem
Live selling normally asks a host to stay on camera, answer viewers, and keep the session moving in real time.
What I built
A conversion-focused product surface around AI streamer personas, live loops, natural AI voice, photorealistic avatars, multi-platform streaming, and flexible plans.
Stack
Next.jsAI avatarAI voiceTikTok LiveYouTube Live
Status
In Development.
Why it matters
It makes always-on live commerce possible without requiring a human host to stay in front of the camera for every session.
DECIDIO — Hiring workflow software product interface previewView project
Shipped2026

A hiring workspace for growing HR teams to publish roles, review candidate evidence, run structured interviews, approve decisions, and keep every candidate informed.

Problem
Hiring context gets split across spreadsheets, interview notes, chat threads, and follow-up reminders, making the next step hard to own.
What I built
A connected workflow for role requirements, candidate records, evidence review, structured scorecards, human approvals, and candidate updates.
Stack
Role workflowCandidate evidenceScorecardsHuman approvalsCandidate updates
Status
Shipped.
Why it matters
It keeps the hiring story together so teams can make clearer decisions without rebuilding context from spreadsheets, chat threads, and inboxes.

How I can help your business.

Bring a messy workflow, rough AI idea, or content pipeline. I turn it into a clear product direction, useful automation, or launch-ready MVP with the business context kept in view.

Clear scopeReviewable AI outputFast prototypeProduction handoff

Turn manual work into AI software

Document intake, review flows, reporting, CRM updates, admin panels, and internal tools that replace repeated copy-paste work.

Shape raw ideas into working MVPs

Product scope, interface flow, prompt logic, validation states, database shape, and deployable Next.js builds.

Build content and media pipelines

Image, video, voice, avatar, ad creative, batch asset generation, and approval workflows for repeatable production.

Connect AI to your business stack

OpenAI, Gemini, Anthropic, REST APIs, FastAPI, Node.js, Python, Supabase, Stripe, email, webhooks, Vercel, and Cloudflare.

From heavy-equipment marketing to building useful AI products.

MPRBA previously worked as a freelance marketer in the heavy-equipment industry, where research, positioning, operational context, and practical communication mattered every day.

In March 2026, that business-grounded background became the base for AI product building: finding real problems, shaping lean workflows, and shipping tools people can actually use.

From brief to product, in three steps.

A tight, transparent process. You always know which stage we're in and what's coming next.

Step 01 - Discover

Scope

Clarify the problem, users, data, and the smallest useful version worth proving.

Problem + source map
Step 02 - Build

Build

Prototype the flow, connect the model, and test the edge cases before launch.

Tested build in staging
Step 03 - Ship

Launch

Ship a usable product, document the handoff, and keep improving from evidence.

Live surface + next iteration

What I can build with AI.

From generative media to operational software, the focus stays on systems that make a real workflow clearer or faster.

01

AI web apps

SaaS MVPs, dashboards, portals, admin panels, and focused internal tools.

02

Generative media

Image, video, voice, avatar, ad creative, and repeatable content pipelines.

03

AI agents

Research, support, sales, ops, and knowledge-work agents with reviewable outputs.

04

Workflow automation

Document intake, reporting, CRM updates, notifications, and exception handling.

05

RAG and API systems

Source-grounded search, OpenAI, Gemini, Anthropic, REST APIs, and FastAPI.

06

Product design and launch

User flows, prompt UX, validation, testing, deployment, and handoff.

Have a real problem, a rough idea, or an internal workflow that needs a better tool?

Let's buildsomething useful.