Winnapop Labs Let’s Talk
Winnapop Labs Apps • AI Modeling • Consultancy

We build practical products with taste + rigor.

From concept to launch, we ship mobile & web apps, production AI models, and hands-on consulting for teams that want momentum without the mess.

Senior engineering Applied AI Privacy-first
Sample project AI assistant UX
User

Summarize these support tickets and propose next steps.

Assistant

Top themes: billing confusion, login friction. Actions: clarify pricing copy, add SSO, escalate 3 high-priority cases.

Built for real-world ops

What we do

Three ways we help you move from idea to impact.

📱

App Development

iOS, Android, and web apps with clean UX, fast performance, and robust CI/CD. From MVPs to v1 launches and beyond.

  • Flutter, React/Next.js
  • APIs with FastAPI / Node
  • Cloud infra & observability
🧠

AI Modeling

Applied ML for search, summarization, and personalization. Data pipelines with consent, evaluation you can trust, and safe deployment.

  • RAG, embeddings, fine-tuning
  • Speech & vision features
  • Privacy & safety reviews
🧭

Consultancy

Fractional product & engineering leadership. Architecture reviews, roadmap shaping, and unblock-to-ship engagements.

  • Technical strategy
  • Team enablement
  • Delivery acceleration
New product EternalAI

EternalAI — Your Personal Avatar, For Life

Birth and grow a self‑avatar assistant that learns your style for day‑to‑day help — and, optionally, prepares thoughtful legacy artifacts for end‑of‑life planning to support loved ones.

  • Style learning from consented messages, posts, and notes
  • Private by default with data controls and full export
  • Legacy mode (opt‑in): comfort messages, eulogy guidance, and estate planning checklists

EternalAI is not legal or medical advice. Estate planning features integrate with your chosen professionals and documents.

EternalAI Preview
You

Draft a gentle reminder for our team, in my voice. Two bullets, upbeat.

EternalAI

• quick ping: keep PRs small and tidy • shout if blocked — momentum > perfection

EternalAI — Legacy (opt‑in)

I love you. My wishes and details are organized for you; lean on them and on each other.

Consent & ethics first

How we work

01

Discovery → Plan

We align on goals, scope, and success metrics. Clear milestones, zero fluff.

02

Build → Validate

Iterative delivery with demos and measurable outcomes. We test what matters.

03

Ship → Support

Launch with monitoring, docs, and training. We can stay on for growth.

Selected work

Case studies available upon request (NDA‑friendly).

Fintech support copilot

LLM-powered summarization and reply drafting for support teams.

Creator analytics app

Cross-platform Flutter app with real-time dashboards.

Search relevance improvements

Embedding-based reranking and evaluation harness.

Let’s build

Tell us about your app, AI initiative, or team challenge. We’ll reply within 2 business days.

Prefer direct? mikek@winnapoplabs.com