About Curriculum expanded
Twelve years ago I started testing software.
Now I build software with a team of AI agents working alongside me.
Bio
I'm Šemsudin (most people write it "Semsudin"), an AI Engineer based in Sarajevo. In 12+ years in IT I've always considered myself a jack of all trades, master of none, working across development, QA, automation, DevOps, infrastructure and product.
AI changes that equation.
Using an AI-agentic development approach, I build teams of specialized AI agents that work alongside me, coding, testing, reviewing, researching and iterating around the clock. My broad experience can now be amplified by AI agents, so I can approach your product as a whole: understand it, plan it, build it, challenge it, test it and ship it.
My work lives inside client engagements, not job titles. Seven years across four distinct projects at a global industrial company, from an automation rescue to the architecture and development of their enterprise GenAI platform. QA transformation at Europe's largest parking operator. Two back-to-back automation engagements on a European registry platform. Foundational suites for a gaming rental platform. Most recently, 1000+ tests and AI-driven QA agents for a global pet care company.
You don't need another person who only writes code. You need someone who can understand the whole problem and make it happen.
Career arc
From test cases to multi-agent systems.
-
01 of 06
Early
First QA engagements. ISTQB Foundation certified. Shipped automation frameworks for a multi-billion-dollar real estate platform.
-
02 of 06
Foundations
Rescued a legacy automation stack at a global industrial company. Stability +300%, execution speed +775%. Built foundational web + mobile suites for a gaming rental platform.
-
03 of 06
Scaling up
Built the C# / Playwright reference framework still used cross-org at the same company. Expanded into DevSecOps pipelines on Azure. SAFe 5 Agilist. LinkedIn C# top 5%.
-
04 of 06
Lead role
Led QA transformation across microservices at Europe's largest parking operator. Architected back-to-back automation engagements on a European registry platform, with a Cypress framework shipped across multiple countries.
-
05 of 06
AI engineering
Worked on the architecture and development of a production enterprise GenAI platform. Pioneered AI-driven QA for a global pet care company. ISTQB AI Testing certified. GitHub Copilot certified.
-
06 of 06
Now
Building an agentic development pipeline that takes a work item to a reviewed pull request, with an optional human quality gate at the end. And you, reading this.
Stack
The tools I use most.
The languages, frameworks and platforms I've worked with most over the last twelve years.
-
AI & Agents
- LlamaIndex
- FastAPI
- Azure OpenAI
- Anthropic Claude
- OpenAI GPT-4o
- Mistral
- pgvector
- Tavily
- FLUX
- ReAct agents
- RAG
- Streaming LLM
-
QA & Testing
- Playwright
- Cypress
- Selenium
- Appium
- JMeter
- LoadRunner
- ISTQB AI Testing
- OWASP scans
- Self-healing tests
- AI test generation
- xUnit
- pytest
-
DevOps & Infra
- Azure DevOps
- GitHub Actions
- Jenkins
- Bicep IaC
- Docker
- Azure App Service
- Azure Functions
- ACR
- Application Insights
- OpenTelemetry
- Cloudflare
- AWS Lambda
-
Backend & Data
- C# / .NET 8
- Python 3.12
- TypeScript
- Node.js
- React
- PostgreSQL
- SQL Server
- EF Core
- Clean Architecture
- REST · gRPC
- Azure AD auth
- Auth0
Certifications
Continuously earned since 2014
-
ISTQB AI Testing
-
GitHub Copilot
-
Certified SAFe 5 Agilist
-
MCS: Programming in HTML5/JS/CSS3
-
ISTQB Foundation Level