Executive profile • hands-on engineering • AI-aware delivery

Helping companies turn AI ambition into production-ready systems with strong .NET, Azure, and architecture fundamentals.

I am a software architect and engineer with more than 25 years of experience. I help organizations design reliable platforms, modernize delivery, and implement AI capabilities in ways that are practical, governable, and valuable to the business.

25+
years of engineering experience
.NET / Azure
core platform expertise
AI Delivery
from idea to production value
Tech Lead
architecture and execution
www.manatworkhq.com
Adam Zychma
AI + Architecture + Delivery
Senior engineering leadership for companies that want real outcomes from AI.

A profile for organizations that need more than prototypes: robust platforms, thoughtful design, and responsible technical execution.

Selected clients

Organizations and brands I have worked with

HP
T-Systems
PWPW
Totalizator Sportowy
LottoMerkury
ITMagination
NFG
BestBet24

Profile

Premium positioning with a strong technical foundation for AI-enabled transformation.

I bring a combination of technical seniority and business pragmatism to software initiatives. My value is strongest where platform engineering, architecture, and AI adoption need to work together instead of competing for attention.

I combine the perspective of an architect, technical leader, and hands-on developer.

I focus on AI where it creates measurable value, not just technical novelty.

I connect LLM-driven product ideas with enterprise-grade delivery, security, and maintainability.

I balance technical quality, delivery speed, business value, and long-term operability.

Expertise

Areas where I connect AI capability, software architecture, and business value.

AI-enabled solution architecture

Designing modern .NET and Azure platforms where AI is not an isolated experiment, but a governed capability integrated with products, workflows, and business outcomes.

LLM product engineering

Building practical AI features with OpenAI, RAG patterns, vector databases, prompt design, orchestration, and backend services prepared for reliability, observability, and iteration.

Modernization and technical leadership

Helping teams reduce technical debt, modernize legacy platforms, improve engineering practices, and deliver solutions that are stable, secure, and ready for AI adoption.

Cloud, integration, and delivery

Building Azure-based systems, integrations, event-driven flows, CI/CD pipelines, and operational foundations required to move from prototype to production with confidence.

Experience

Projects, roles, and responsibilities built consistently over time.

From development and consulting to solution architecture, technical leadership, and delivery ownership across enterprise and regulated environments.

Industries
Finance and bankingRegulated gamingPublic sectorEnterprise softwareCloud platformsE-commerce
2024 – Present

Tech Lead / Software Developer / Consultant

ManAtWork Consulting

Solution architecture in Azure, .NET development, CI/CD, event-driven design, and implementation of AI-powered functionality.

2021 – 2024

Tech Lead / Senior Software Developer .NET/C#

ITMagination / NFG

Development of .NET systems, reduction of technical debt, delivery improvements, R&D, and work with text mining, OpenAI, and vector databases.

2020 – 2021

Project Architect / .NET & Angular Developer

TMT Investments / BestBet24

Architecture design for a Microsoft Azure platform, infrastructure setup, and integrations for a PAM-class solution.

2019 – 2020

Project Architect / Development Team Leader

Totalizator Sportowy / LottoMerkury

Architecture of Azure-based systems, team leadership, and development of microservices supporting integration and compliance.

2017 – 2018

Tech Leader / System Architect

PWPW S.A.

Design of a high-performance transactional system and end-to-end delivery with GDPR and OWASP considerations.

2000 – 2017

Architect / consultant / developer / project manager

HP, T-Systems, Winuel, Internet Designer

Long-term practice designing and delivering systems for enterprise organizations, financial services, public sector, and e-commerce.

Tech stack

.NET, Azure, integrations, data, and AI delivery patterns.

I prefer technologies and patterns that support long-term product quality, from solid backend foundations and messaging to pragmatic AI adoption with operational discipline.

.NET
C#
ASP.NET Core
Azure
Azure DevOps
Microservices
Event-Driven
DDD
Kafka
RabbitMQ
nServiceBus
SQL Server
MongoDB
Redis
Docker
Angular
OpenAI
RAG
Vector Databases
Prompt Engineering
AI Integrations

AI

AI as a practical product capability

I approach AI as an engineering and product discipline. The best results come from combining domain understanding, thoughtful architecture, reliable integrations, and iterative evaluation without sacrificing security or maintainability.

Best outcomes

What drives the strongest AI results in practice

AI features embedded into real products, not isolated demos.
A pragmatic path from experiment to production-grade implementation.
Strong .NET and Azure foundations for reliable AI-enabled systems.
Engineering discipline around integration, delivery, and long-term maintainability.

Contact

Looking for support in .NET, Azure, architecture, or AI?

I am open to advisory work, expert roles, and projects that need mature technical judgment, strong delivery fundamentals, and a practical path to AI adoption.