AI Engineer / IT Consultant

Ewa Serkowska

AI Software for Cultural Heritage

I design and ship AI systems for digital image restoration, optical character recognition and document processing. Co-author of Tissaia — a neural-network photo restoration studio.

Years active
3+
AI stages
Super-res
ESRGAN

Profile / 01

About

Sole proprietorship registered with the Polish CEIDG business registry.

NIP
7352811729
REGON
520971020
PKD
62.10.B
Since
2022-01-14
  • Active since 14 January 2022 (three full fiscal years: 2023–2025)
  • Primary PKD code: 62.10.B — Other software-related activities
  • Secondary PKD: IT infrastructure (63.10.D), colocation (63.10.A), IT consulting (62.20.B), cybersecurity (62.20.A), games (62.10.A)
  • Status: micro-enterprise
  • Registered office: Młynek, Pomeranian Voivodeship, Poland

Stack / 02

Skills

Areas of expertise and technology stack.

Artificial Intelligence / ML

01
  • BERT
  • ONNX Runtime
  • Transformer models
  • On-device inference

Digital Image Restoration

02
  • ESRGAN 4×
  • Super-resolution
  • Colorization
  • Damage detection

Document Processing

03
  • OCR
  • Multi-page OCR
  • Structured data extraction

Frontend

04
  • React 19
  • TypeScript
  • Next.js
  • Tailwind CSS
  • WebAssembly

Backend / Systems

05
  • Rust
  • Axum
  • Pipeline architecture
  • Image processing

Work / 03

Projects

Engagements I contributed to as a developer / systems designer.

LiveAI Photo Restoration Studio

Tissaia v4

Co-author

Digital photo restoration studio built on a 4-stage AI pipeline: damage detection, ESRGAN 4× super-resolution, colorization and quality control. Includes multi-page OCR for archival documents.

  • React 19
  • Rust
  • Axum
  • ESRGAN
  • ONNX
Open Tissaia v4
Stage pipeline
Super-resolution
8K
Avg SSIM
0.94
Runtime
ONNX

History / 04

Experience

Selected projects and engagements.

experience.log
$ git log --oneline experience/# {{EWA_EXPERIENCE}}This section will be filled in by the business owner with selected engagements, roles and timelines.$ 

Contact / 05

Let’s talk about AI in your project

Image restoration · archival OCR · AI pipelines · Rust systems. Reply within 48h.

Address
ul. Królewska 8
83-304 Młynek
gm. Przodkowo, pow. kartuski, woj. pomorskie
Company details

NIP: 7352811729

REGON: 520971020

PKD: 62.10.B

Verify record in CEIDG