Projects⁽⁰²⁾

Products and tools I have built myself. Each one covers the original problem, my approach and where it stands today.

CertisLabs

Daily news flow

Each line is a source

sources: 40+
articles / 24h: 1,200+

Type: AI-powered media intelligence and content platform
Period: 2026 Q1 - Present
Role: Solo: product, development and AI orchestration
Status: Ready to use, still in development. Launching soon.
Tools: Claude CodeAntigravityPythonSQLReact NativeTypeScriptCanva

Problem

News pollution keeps growing, in Turkey and worldwide. As a communications person it bothered me, so I decided to do something about it.

What I did

I built the entire project myself by orchestrating AI agents: a web app and a React Native/TypeScript mobile app, an LLM-based source-scoring and cross-checking pipeline that flags unreliable claims before summarizing, a distraction-free reading interface, and topic and keyword trend dashboards that turn raw news streams into concise briefs.

Outcome

Processes 1,200+ articles in 24 hours from 40+ sources. The platform is ready to use, still being developed, and will be announced very soon.

MirrorUI

Pixel accuracy

on a 0 - 100 scale

on real sites: 93-98%
LLM token cost: 0
breakpoints: 3

Type: Reverse engineering and UI cloning tool (CLI and API)
Period: 2026 Q4 - Present
Role: Design and development
Status: In development.
Tools: PythonPlaywrightJavaScriptTailwind CSS v4FastAPI

Problem

Existing UI cloning tools are either paid, dump raw computed-style noise (like height: 414.8px) without filtering, or rack up heavy LLM token costs.

What I did

I designed a CLI/API pipeline using Playwright and a standalone JS extraction module (extract.js). It nudges each element and watches how it responds to tell whether a value was deliberately fixed or is auto, strips default styles, and merges three breakpoints (base, md, lg) with pixel-level verification.

Outcome

A developer tool, planned as open source, that produces responsive Tailwind v4 output at 93-98% pixel accuracy on real-world sites, with zero API cost.

CertisLabs

Problem

What I did

Outcome

MirrorUI

Problem

What I did

Outcome

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