Jarosław   Stańczyk

Lead AI Engineer | AI Systems & Workflow Architect | LLM Integration Specialist

A LITTLE ABOUT ME

Hi. I am from Poland. a AI engineer. a scuba lover.

I caught the comp sci bug at 10 - and never stopped building. Started with simple websites, evolved into designing scalable cloud solutions and crafting AI-driven systems. Today, I focus on integrating large language models and building multi-agent workflows that turn ideas into production-ready products.

I design and deliver solutions using Python, Docker, microservices, and hybrid cloud architectures on GCP and AWS. From STT/TTS pipelines to intelligent automation, my goal is simple - make AI actually useful.

Off-screen, you can find me scuba diving, mixing deep/progressive house, gaming or exploring the latest trends in AI and emerging technologies.

Current Positions

2024

Lead AI Engineer

Comfy AI Software House · Remote

I design and build AI-powered workflows and scalable pipelines, integrating LLMs and multi-agent systems into production-ready solutions for enterprise clients.

  • Architected multi-agent systems with Python, Docker, and microservices.
  • Integrated LLMs, speech-to-text, and text-to-speech APIs (OpenAI, WhisperX, ElevenLabs, Gemini).
  • Rapidly deliver POCs and MVPs, turning AI ideas into real products for clients.

Currently involved in multiple client projects and shaping end-to-end AI-powered solutions across different domains.

2018

Lead Developer · Senior Software Engineer · Consultant

Iyuno (formerly SDI Media) · Remote

On-demand consulting and development, focused on maintaining key internal platforms and supporting strategic integrations.

Since May 2025, I've been supporting Iyuno as an on-demand consultant, focusing mainly on OpID (delivery platform) ongoing development and providing maintenance, bug fixes, and technical guidance when needed.

  • Lead developer and maintainer of OpID, a metadata and asset delivery platform for Disney.
  • Provide technical expertise for AWS pipelines and database workflows.
  • Support bug fixes, performance optimization, and mission-critical deployments.
2009

Founder · Co-owner

Systemowcy Sp. z o.o.

Responsible for strategy, partnerships, and business growth of the company as a leading B2B distributor.

  • Managing nationwide distribution of 3M privacy & anti-glare filters to corporate and institutional clients.
  • Overseeing B2B relationships with key accounts and long-term partners.
  • Driving expansion into new markets and identifying strategic growth opportunities.

Professional Experience

2025

Lead AI Engineer

Subverse AI · Remote

Designed and delivered AI-powered pipelines for transcription, audio processing, and QA automation. Integrated LLMs and speech technologies into enterprise-grade workflows.

2017

Software Engineer

World First · London

Developed backend APIs and microservices for payment workflows and internal transfer systems. Focused on PHP, OOP best practices, and Agile methodologies.

2015

Senior PHP Developer

MyOffers · London

Built high-traffic backend systems and maintained legacy PHP applications. Improved system performance and supported integration with external APIs.

2015

Technical Developer

Digital Labs · London

Developed a PHP-based application and configured servers for PCI/DSS compliance as part of a credit monitoring platform project.

2009

Founder · Full-Stack Developer

Systemowcy · Warsaw

Created dozens of websites and e-commerce solutions for local businesses. Managed full-stack development, client relations, and project delivery.

2007

Junior ASP.NET Developer

BM5 Software · Warsaw

Developed web solutions for the healthcare sector using Classic ASP, VBScript, and C#. Contributed to several critical enterprise applications.

2005

Web Developer

Crazy Shark Diving Center · Warsaw

Built and maintained the company's first online platform showcasing diving courses and services, introducing a new digital presence for the business.

TECHNICAL PROFILE


AI & LLM Systems

I build AI-driven systems end-to-end, from POCs to production-grade solutions, integrating language models into real business workflows. I design multi-agent architectures that process speech, video, and text, combining results into measurable and actionable outputs. My focus is on delivering working solutions fast, prioritizing results over theory.

Architecture & Cloud

I design scalable, event-driven, API-first architectures with clear service boundaries. In AWS, I leverage Step Functions, Lambda, DynamoDB, and Batch, while in GCP I implement similar patterns for hybrid workloads. The goal is always reliability, maintainability, and cost efficiency without unnecessary complexity.

Data & Pipelines

I build robust data pipelines for media processing and metadata orchestration, focusing on consistency, retries, idempotency, and observability. I ensure pipelines scale predictably with growing volumes while optimizing for performance and cost.

DevOps & Quality

I ship fast without breaking things. Using Docker, microservices, and CI/CD, I design workflows that balance speed and reliability. Infrastructure as code is applied selectively with Terraform, while observability, logging, and automated testing are built in from the start - not bolted on later.

Application Development

A pragmatic full-stack approach with a strong backend focus: Python and TypeScript for new systems, with PHP maintained in legacy projects. I design and integrate APIs, webhooks, and external services, applying modern security principles like least privilege, secrets management, and proper authentication flows.

Leadership & Delivery

I lead by building, not by presenting slides. I rapidly deliver POCs and MVPs, transforming them into production-ready products. Alongside development, I mentor team members, conduct code reviews, and maintain clear communication with stakeholders to ensure alignment between technical and business goals.

Trainings

2026

AI Devs 4 - Builders (5-week course, starting in March 2026)

2025

AI in business development - (Google Umiejętności Jutra AI, certificate)

AI Devs 3 - Agents (5-week course, certificate)

2024

AI Devs 2 - Connect LLM with applications (5-week course, certificate)
Coursera - Generative AI with Large Language Models (certificate)
Coursera - Generative AI: Introduction and Applications (certificate)

2017

Domain-Driven Design - custom training by Ciaran McNulty (2 days, diploma)

2014

MS-10266 Programming in C#
MS-10267 Introduction to Web Development
MS-10264 Developing Web Applications
Total: 140 hours, certificate

Academic background

2008

Applied Computer Science (2004-2008), B.Eng.
Specialization: Graphics and Image Processing
Menedżerska Akademia Nauk Stosowanych, Warsaw, Poland
Part-time, 4-year program

2004

High School Diploma (2001-2004), Business
Szkoła Główna Biznesu, Warsaw, Poland
3-year business-focused program

CERTIFICATES

Let's get in touch

Jaroslaw Stanczyk

stamp

Email: jaroslaw@stanczyk.ai

Career level: Expert • Experience: 20+ years

Nationality: Polish • Location: Warsaw

Let's connect

Project inquiries

I design and build AI-powered solutions, scalable pipelines, and multi-agent workflows. If you want to discuss consulting, a POC, or an architecture review - drop me a line.

EMAIL ME