AI-native Product Engineer for SaaS teams

I help SaaS teams turn ideas into shipped products

From validation and early MVP to marketing sites and ongoing product development. I help teams turn product vision into something real before and after launch.

Websites and MVPsProduct ownershipAI-native delivery
Services

One Product Engineer for the whole SaaS ecosystem

Start with validation, move into MVP, sharpen the marketing site, and keep developing the product. Each offer is built around one clear business outcome that helps you move smoothly into the next stage.

Stage

Launch & Validate

For pre-seed and seed teams that need a clear first version, early proof of demand, and a fast path from idea to something real.

Pre-seed / seed

Validation Website

Validate your idea before burning budget on a full build.

A website that helps you test positioning, explain the idea clearly, and turn early traffic into signups, calls, or meaningful market signals.

Best for

New SaaS ideas, pre-product teams, and founders who want a real signal first.

First productSprint or partnership

MVP Development

Ship a first version people can actually use.

An MVP built around the core idea, so users can get into the product, use it for real, and give you valuable feedback without a bloated first release.

Best for

Validated ideas, early SaaS teams, and products preparing for first traction.

Stage

Grow & Improve

For teams with a live product that need a better website, sharper positioning, or more product delivery capacity without extra management overhead.

Growth website

Marketing Website

Give the product a site that explains the value fast and converts better.

A marketing website focused on positioning, trust, and a simpler path from traffic to demo, call, or signup.

Best for

SaaS products with unclear positioning, weak conversion, or an outdated website.

Live productSprint or partnership

Product Development

Keep shipping product improvements without slowing the team down.

Product support for SaaS teams that need an experienced partner across features, UX improvements, technical cleanup, and product decisions that keep momentum.

Best for

Growing SaaS products, lean teams, and companies that need a product partner.

Built into every engagement

AI-native delivery

Clear structure, faster iteration, and documentation that makes the product easier to maintain, extend, and continue with AI-assisted workflows after handoff.

About

Product ownership across website, MVP, and product

I work as a Product Engineer: I help SaaS teams make the right thing, scope it properly, and ship it with less noise.

I’m Michał, an independent Full-stack Developer and Product Engineer based in Wroclaw. Over the last 4+ years I’ve delivered 6+ successful projects for both startups and enterprise SaaS, working across marketing websites, MVP builds, and product development.

One partner across the whole SaaS ecosystem

I can help with the validation site, the marketing website, the MVP, and the product work after launch, so the message, UX, and technical delivery stay connected.

AI-native without lowering the bar

AI is part of how I work, not the product being sold. I use AI-native workflows to move faster, document better, and keep engineering quality high from first scope to handoff.

Startup speed, enterprise discipline

I’ve worked with early teams that needed fast decisions and with larger organizations that needed reliability, structure, and cleaner execution under pressure.

If you need someone who can connect product thinking, senior engineering, and fast delivery, that is where I fit best.

Michał Płócienniczak
SaaSoholic. Product Engineer.
AI-native delivery
Selected proof

Shipped work, not just positioning

One recent product example, backed by 4+ years of experience, 6+ successful projects, and work across startup and enterprise teams.

Case study

Map of Knowledge

Map of Knowledge is an education platform built from a simple product insight: students needed one place to discover free, worthwhile events. I shaped the idea into a usable product with a repeatable model for curating opportunities and growing engagement.

It shows the kind of work I do best: define the useful first version, build the right workflows, and make product decisions that support long-term growth.

100+

free events collected

6,500+

students helped

2023

best educational social project in Poland

STACK

Modern SaaS stack, front to back

The stack is built around fast SaaS execution: strong React foundations on the frontend, flexible content workflows, AI-native delivery, and full-stack support where the product needs it.

Frontend and Backend

TypeScript-first product engineering from interface to deployment.

TypeScript
React
Next.js
Astro
Node.js
NestJS
Hono
Tailwind CSS
PostgreSQL
MongoDB
Supabase
Storyblok
Vercel

AI-native workflow

AI is built into research, implementation, debugging, QA, documentation, and handoff. The tools matter less than the outcome: faster, clearer delivery.

Claude Code
Codex (OpenAI)
Cursor
Claude
MCP

Power tools

Workflow that supports design, planning, and delivery.

Figma
Notion
Linear
Contact

Bring the idea, the bottleneck, or the messy scope

If you need the right first version, a sharper SaaS website, or ongoing product delivery, start with a focused intro call.

Project brief

Tell me what you are building

A few lines about the product, stage, and current bottleneck is enough. I’ll reply with next steps, a few questions, or the engagement shape that makes the most sense.